{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":70,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":70,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"a7e9b8d3aaa4","filters":{"venue":"Discover Public Health"}},"results":[{"id":"W4407029055","doi":"10.1186/s12982-025-00426-8","title":"Prevalence of diabetes and prediabetes in South Asian countries: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Discover Public Health","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Lunds Universitet","keywords":"Prediabetes; Meta-analysis; Diabetes mellitus; Medicine; Environmental health; Type 2 diabetes; Internal medicine; Endocrinology","authors":[{"name":"Masum Ali","is_ca":false},{"name":"Md. Mahbub Alam","is_ca":false},{"name":"M. A. Rifat","is_ca":false},{"name":"Sonjida Mesket Simi","is_ca":false},{"name":"Sneha Sarwar","is_ca":false},{"name":"Md. Ruhul Amin","is_ca":false},{"name":"Sanjib Saha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05540487767850054,"gpt":0.338259094242371,"spread":0.2828542165638704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01467779,0.002887564,0.01720562,0.009186712,0.0007482999,0.003503345,0.002029369,0.001994656,0.002351649],"category_scores_gemma":[0.0286637,0.001746095,0.04523304,0.01040405,0.0006604959,0.001859277,0.001789324,0.001878947,0.0002354232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002950147,"about_ca_system_score_gemma":0.004614324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008180687,"about_ca_topic_score_gemma":0.0173927,"domain_scores_codex":[0.9903733,0.003906245,0.003145506,0.001026341,0.001192156,0.0003564896],"domain_scores_gemma":[0.9840239,0.01101669,0.002587942,0.0005513899,0.001598381,0.0002215792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001058763,0.00002626696,0.009305665,0.3329336,0.6441103,0.0002092186,0.0001188851,0.0007415831,0.0001858291,0.000123771,0.0005850799,0.01060104],"study_design_scores_gemma":[0.0002518421,0.0001050396,0.005074754,0.02433571,0.9684818,0.0001403649,0.00005468139,0.0002320716,0.0001013592,0.0001367487,0.001061718,0.00002395892],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006347778,0.9917507,0.000557765,0.000194416,0.0001091391,0.0002556062,0.0005522958,0.00002389207,0.0002084397],"genre_scores_gemma":[0.1696463,0.8242477,0.002708536,0.0007060794,0.0002178207,0.001124066,0.0010528,0.00002647288,0.0002702081],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01720562,"threshold_uncertainty_score":0.0776245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404325235","doi":"10.1186/s12982-024-00323-6","title":"Status of “African research and its contribution to global health research: a review and an opinion”","year":2024,"lang":"en","type":"review","venue":"Discover Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Political science; Psychology; Engineering ethics; Engineering","authors":[{"name":"Norah Ger","is_ca":false},{"name":"Anne-Marie Lugossy","is_ca":false},{"name":"Pammla Petrucka","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4957906975895288,"gpt":0.6052668351032023,"spread":0.1094761375136735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02606545,0.0009129064,0.002205137,0.007266068,0.002095104,0.009056295,0.002115308,0.00749961,0.006823205],"category_scores_gemma":[0.0661716,0.0007100567,0.001719758,0.008991465,0.006428388,0.01325835,0.004278891,0.006914985,0.000939361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004789538,"about_ca_system_score_gemma":0.02259707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004664999,"about_ca_topic_score_gemma":0.005223229,"domain_scores_codex":[0.9899049,0.004577863,0.001731133,0.001065988,0.001897261,0.0008227538],"domain_scores_gemma":[0.9155745,0.06083728,0.007690992,0.001261807,0.01207843,0.002556938],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002031437,0.00007524563,0.001588474,0.1364867,0.0004992405,0.0005959639,0.00344935,0.0003013984,0.0007871883,0.06158234,0.1998233,0.5946077],"study_design_scores_gemma":[0.00003122334,0.00005839756,0.00189823,0.1547391,0.0004481788,0.0009544001,0.003753518,0.0001488923,0.0001922009,0.01466333,0.8230557,0.00005679779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001860463,0.9416408,0.0001630226,0.05256673,0.004601922,0.000008632451,0.00002860078,0.000005438212,0.0007988237],"genre_scores_gemma":[0.005720248,0.9699883,0.0003669522,0.01762679,0.006028792,0.00003159198,0.0000301524,0.000008725016,0.0001985055],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9739345,"threshold_uncertainty_score":0.1378489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406332439","doi":"10.1186/s12982-025-00386-z","title":"Enhanced adherence counselling completion rates, viral load suppression in people with HIV in Africa: systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Viral load; Viremia; Meta-analysis; Confidence interval; Regimen; Human immunodeficiency virus (HIV); Internal medicine; Systematic review; MEDLINE; Pediatrics; Family medicine; Biology","authors":[{"name":"Hafidha Mhando Bakari","is_ca":false},{"name":"Oluwafemi David Alo","is_ca":true},{"name":"Mariam Salim Mbwana","is_ca":false},{"name":"Swalehe Mustafa Salim","is_ca":false},{"name":"Zuhura Mbwana Ally","is_ca":false},{"name":"Rahma Musoke","is_ca":false},{"name":"Emilie Ludeman","is_ca":false},{"name":"Taylor Lascko","is_ca":false},{"name":"Natalia Blanco","is_ca":false},{"name":"Habib O. Ramadhani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07211640617230701,"gpt":0.3804451343509102,"spread":0.3083287281786032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01250802,0.002307578,0.01781303,0.004676165,0.0006162631,0.002957824,0.001690885,0.002279006,0.00347637],"category_scores_gemma":[0.0367133,0.001323541,0.03206849,0.0054536,0.0006157086,0.001934073,0.001344134,0.002155066,0.0002149412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002366484,"about_ca_system_score_gemma":0.003308903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007542885,"about_ca_topic_score_gemma":0.01442748,"domain_scores_codex":[0.9929246,0.003431764,0.001893124,0.000720176,0.0007773618,0.0002530441],"domain_scores_gemma":[0.9797504,0.01598576,0.00263034,0.000382917,0.001042802,0.0002078162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002580423,0.00005002672,0.003546545,0.5348322,0.4392,0.0001019302,0.0001097561,0.0004884537,0.0001202249,0.0001219886,0.0005965217,0.01825188],"study_design_scores_gemma":[0.0008610605,0.0003054801,0.004734327,0.04654423,0.9454024,0.00009913515,0.00005570128,0.0002191029,0.0001067251,0.0001653175,0.001479372,0.0000270915],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005741883,0.9928023,0.0002946826,0.0001225906,0.00008525042,0.0003045601,0.0003986774,0.00001791194,0.0002321722],"genre_scores_gemma":[0.1534127,0.8414366,0.001786711,0.0006457916,0.0002081664,0.001455932,0.0006737905,0.00002106363,0.0003592492],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01781303,"threshold_uncertainty_score":0.06614953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407632178","doi":"10.1186/s12982-025-00429-5","title":"The role of local languages in effective health service delivery","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"South Health Campus","funders":"","keywords":"Service delivery framework; Business; Health services; Service (business); Public relations; Computer science; Process management; Political science; Medicine; Environmental health; Marketing","authors":[{"name":"Adetola Emmanuel Babalola","is_ca":false},{"name":"Victor J. Johnson","is_ca":false},{"name":"Akin Oromakinde","is_ca":false},{"name":"Nicholas Aderinto","is_ca":false},{"name":"Oluwadamilola Onasanya","is_ca":false},{"name":"Seyi Akinloye","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02527712371391071,"gpt":0.4347956170978371,"spread":0.4095184933839264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04099669,0.0005139244,0.001281143,0.002883671,0.003844121,0.01188913,0.001973981,0.001397897,0.007809775],"category_scores_gemma":[0.09917067,0.0005687239,0.0009894067,0.003897086,0.009400935,0.01000948,0.01046014,0.002419197,0.0009872335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00715047,"about_ca_system_score_gemma":0.03412363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01308668,"about_ca_topic_score_gemma":0.01379062,"domain_scores_codex":[0.926584,0.06175303,0.003873539,0.001417432,0.003978041,0.002393943],"domain_scores_gemma":[0.9133988,0.06544111,0.008820914,0.002702547,0.00553605,0.004100584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003877982,0.000679767,0.04178037,0.05116001,0.0008563,0.002576373,0.2404794,0.001139753,0.001528929,0.08664691,0.01147225,0.5612921],"study_design_scores_gemma":[0.0005034913,0.001688476,0.09042829,0.1564808,0.001968511,0.002802272,0.3363025,0.001466196,0.002642338,0.123465,0.2817651,0.0004869559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.2820281,0.2562175,0.02553953,0.1672762,0.002006014,0.001639763,0.0006966721,0.0003631274,0.264233],"genre_scores_gemma":[0.9434092,0.03618501,0.00982179,0.007084758,0.0002960427,0.000631975,0.0000902504,0.00009166534,0.002389286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04099669,"threshold_uncertainty_score":0.2168138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408754579","doi":"10.1186/s12982-025-00501-0","title":"On different roles of interpersonal and institutional trust and trust in scientists in shaping COVID-19 vaccine hesitancy","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University; Trent University; University of Windsor","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Interpersonal communication; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Public relations; Political science; Psychology; Social psychology; Virology; Medicine; Infectious disease (medical specialty); Outbreak","authors":[{"name":"Alena Auchynnikava","is_ca":true},{"name":"Nazim Habibov","is_ca":true},{"name":"Yunhong Lyu","is_ca":true},{"name":"Lida Fan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04745296258044966,"gpt":0.3602596151306308,"spread":0.3128066525501811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0104252,0.0002396302,0.0004650147,0.001281539,0.0009574372,0.002171245,0.0004132261,0.0005992776,0.002958014],"category_scores_gemma":[0.0413131,0.0002700494,0.0009842119,0.0009709626,0.002132202,0.00131103,0.002320808,0.001577277,0.0001289349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001873039,"about_ca_system_score_gemma":0.002413405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008140914,"about_ca_topic_score_gemma":0.01167588,"domain_scores_codex":[0.992354,0.004959361,0.0004539743,0.0004566417,0.0008452482,0.0009306779],"domain_scores_gemma":[0.9100344,0.05137126,0.02571677,0.004554498,0.003550889,0.004772074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000190342,0.0001433233,0.9869902,0.0000437381,0.0002930547,0.000140218,0.003487902,0.0003485649,0.0002102542,0.001286765,0.0001224516,0.006743235],"study_design_scores_gemma":[0.00001086093,0.00016446,0.9916968,0.00006250563,0.0001206598,0.00008803122,0.004473917,0.001478661,0.0002179417,0.001076269,0.0005885195,0.00002140928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99567,0.0001510722,0.0007145179,0.0004467175,0.00001002763,0.00002386105,0.00005421588,0.000003146865,0.002926506],"genre_scores_gemma":[0.9996768,0.00004533222,0.0001123082,0.00002864641,0.000003932285,0.000006855979,0.00001794778,8.364009e-7,0.000107412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0104252,"threshold_uncertainty_score":0.05513436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409319337","doi":"10.1186/s12982-025-00515-8","title":"Prevalence of musculoskeletal discomfort, occupational working factors, and work demands amongst food service kitchen workers in Ontario Canada","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph","funders":"","keywords":"Service worker; Work (physics); Food service; Environmental health; Service (business); Business; Medicine; Marketing; Engineering; Labour economics; Economics","authors":[{"name":"Stephen H.M. Brown","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03032379843221386,"gpt":0.292426067402965,"spread":0.2621022689707511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003719663,0.0002166141,0.0002493345,0.001280617,0.002195778,0.0008517462,0.0006178863,0.0002831889,0.001869782],"category_scores_gemma":[0.001178993,0.0003433726,0.0003359512,0.002574358,0.0005720311,0.0002795871,0.0005791459,0.0002863409,0.0001272229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0120576,"about_ca_system_score_gemma":0.01364821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.990732,"about_ca_topic_score_gemma":0.9959681,"domain_scores_codex":[0.999326,0.00003434515,0.00004911497,0.00006383327,0.0003484989,0.0001782939],"domain_scores_gemma":[0.9986641,0.00008155399,0.0003746624,0.00002132688,0.0005463763,0.0003120252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002791294,0.00001859406,0.9926586,0.00006484798,0.00001517649,0.000193267,0.002938901,0.00003964195,0.0004824991,0.00002335254,0.0004617105,0.003075422],"study_design_scores_gemma":[0.00000146574,0.00001467713,0.9972057,0.00002035587,0.000003981509,0.00004150284,0.002208479,0.00004468856,0.0000175168,0.000003375598,0.000434547,0.000003843593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967608,0.0003446439,0.00004380131,0.000181031,0.000004410497,0.00002669453,0.0009203727,0.000003868396,0.001714458],"genre_scores_gemma":[0.9979624,0.0004944635,0.00009851247,0.00005425034,0.00000303605,0.00001738727,0.0004073781,0.00000167956,0.0009608518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0120576,"threshold_uncertainty_score":0.08748442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406624962","doi":"10.1186/s12982-025-00404-0","title":"Addressing limited access to water sanitation and hygiene in Gaza strip shelters during conflict","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Sanitation; Hygiene; Gaza strip; Environmental health; Armed conflict; Geography; Environmental science; Medicine; Political science; Environmental engineering; Palestine; History; Ancient history; Law","authors":[{"name":"Samer Abuzerr","is_ca":false},{"name":"Kate Zinszer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4084781481666429,"gpt":0.5276706140927001,"spread":0.1191924659260573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001669031,0.0003115432,0.0002042526,0.0006787087,0.005214765,0.002666928,0.001002986,0.001338423,0.008948689],"category_scores_gemma":[0.003691439,0.0002306681,0.0001971217,0.0005821136,0.001983888,0.001581277,0.006390642,0.001554738,0.0006590984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002384807,"about_ca_system_score_gemma":0.009699751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01613708,"about_ca_topic_score_gemma":0.04318553,"domain_scores_codex":[0.9984016,0.0006592265,0.00004729459,0.00005832194,0.00007021309,0.0007634336],"domain_scores_gemma":[0.9988772,0.0002125476,0.000229943,0.00003326674,0.0001343327,0.0005126499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000396825,0.001063667,0.3370987,0.001786664,0.0001018221,0.005276232,0.2880325,0.0005245003,0.003458245,0.007920193,0.05039336,0.3039473],"study_design_scores_gemma":[0.00004238897,0.0004926585,0.1397283,0.001491629,0.00003066817,0.001121927,0.7636342,0.0003359711,0.0004808251,0.003597476,0.0890039,0.00004011554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9077609,0.004193014,0.0005262559,0.06577767,0.0003098405,0.00006609625,0.000148434,0.00001713645,0.02120064],"genre_scores_gemma":[0.9895945,0.003086122,0.0005107942,0.003930827,0.0001069326,0.00007816205,0.00005710376,0.000005138098,0.002630627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01613708,"threshold_uncertainty_score":0.03208631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411816572","doi":"10.1186/s12982-025-00769-2","title":"Understanding of hospital outpatients towards tuberculosis: a cross-sectional study in herat, Afghanistan","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Cross-sectional study; Tuberculosis; Medicine; Family medicine; Environmental health; Pathology","authors":[{"name":"Mohammad Masudi","is_ca":false},{"name":"Ali Hussain Por","is_ca":false},{"name":"Mohammad Shafi Saljuqi","is_ca":false},{"name":"Ali Rahimi","is_ca":false},{"name":"Nasar Ahmad Shayan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1499321752163647,"gpt":0.4294210505626492,"spread":0.2794888753462845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008920017,0.0003323209,0.0003908366,0.0008038982,0.001228932,0.0008340461,0.0003580773,0.0005813246,0.002231355],"category_scores_gemma":[0.001618852,0.0004450659,0.0003326683,0.001016097,0.0004759437,0.0008421399,0.0006474096,0.0007491558,0.0003314603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007625576,"about_ca_system_score_gemma":0.0006908446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01273238,"about_ca_topic_score_gemma":0.01858295,"domain_scores_codex":[0.9995285,0.0001235984,0.0000477324,0.00005879164,0.00008144052,0.0001598853],"domain_scores_gemma":[0.9991272,0.0002015407,0.0003184153,0.00003601261,0.0001390424,0.0001779028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005025054,0.0002375419,0.9930554,0.00003071136,0.00001661299,0.0001998,0.004402441,0.00001330362,0.0002360699,0.0000119092,0.0001017907,0.00164417],"study_design_scores_gemma":[0.00000931247,0.0003977735,0.9831284,0.00003746017,0.0000169585,0.0004188626,0.01548108,0.00007746746,0.00006634204,0.00001507519,0.0003425878,0.000008758089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999715,0.00004509602,0.0000112461,0.00004074287,0.000001770558,0.000007737565,0.00004580814,4.950764e-7,0.0001320123],"genre_scores_gemma":[0.9996025,0.00008942484,0.00003294271,0.00006892209,0.000004141225,0.00001970227,0.0000571467,4.91189e-7,0.0001247528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01273238,"threshold_uncertainty_score":0.02531654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410159348","doi":"10.1186/s12982-025-00589-4","title":"Dyslipidemia and its associated factors in Ethiopia: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Discover Public Health","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dyslipidemia; Meta-analysis; Medicine; Systematic review; Internal medicine; MEDLINE; Obesity; Biology; Biochemistry","authors":[{"name":"፟Addisu Getie","is_ca":false},{"name":"Temesgen Ayenew","is_ca":false},{"name":"Mihretie Gedfew","is_ca":false},{"name":"Baye Tsegaye Amlak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1338714845125898,"gpt":0.3991768748844295,"spread":0.2653053903718398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01022809,0.00243158,0.01628968,0.007763166,0.0007774552,0.003187479,0.001862279,0.001830021,0.003795862],"category_scores_gemma":[0.01850822,0.001247982,0.02771598,0.008288207,0.0004793201,0.001503314,0.001339869,0.001350728,0.0002567424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002301757,"about_ca_system_score_gemma":0.004829194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006370379,"about_ca_topic_score_gemma":0.01691969,"domain_scores_codex":[0.9949539,0.001875871,0.001719027,0.0005255012,0.0006689637,0.0002568001],"domain_scores_gemma":[0.9887186,0.00802411,0.001669998,0.0002844899,0.001133424,0.0001693584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001532098,0.00005036768,0.004565713,0.6391304,0.3372026,0.0002329622,0.0001233221,0.0004441136,0.0002434325,0.0001552456,0.0007583083,0.01556143],"study_design_scores_gemma":[0.0004188857,0.0002477273,0.006003159,0.0696415,0.9197742,0.000209611,0.00008634291,0.0001856829,0.0001313122,0.0001712958,0.00309749,0.00003284162],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003596594,0.9949399,0.0003075088,0.000137506,0.00008540667,0.000272874,0.0004739458,0.00001334615,0.0001728434],"genre_scores_gemma":[0.07392468,0.9215776,0.001637755,0.0005014437,0.0001970593,0.001093848,0.0007881561,0.00001480824,0.0002646307],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01628968,"threshold_uncertainty_score":0.05409193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411353975","doi":"10.1186/s12982-025-00739-8","title":"Perspectives of North American firefighters on navigating interventions and healthcare choices for work-related shoulder disorders","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St Joseph's Health Care; Hand and Upper Limb Clinic; Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Work (physics); Health care; Nursing; Psychology; Medicine; Political science; Engineering","authors":[{"name":"Temitope Osifeso","is_ca":true},{"name":"Joy C. MacDermid","is_ca":true},{"name":"Dorala Berinyuy","is_ca":true},{"name":"Pulak Parikh","is_ca":true},{"name":"Kenneth J. Faber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07229600036727447,"gpt":0.4816747157661053,"spread":0.4093787153988308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003625992,0.000448372,0.0003381312,0.0007851484,0.01049046,0.003128221,0.0007124487,0.001931527,0.00360863],"category_scores_gemma":[0.004299445,0.0003934962,0.0003737051,0.0006351916,0.003005816,0.001582587,0.003016749,0.002692977,0.0003693395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003283231,"about_ca_system_score_gemma":0.006415701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04229728,"about_ca_topic_score_gemma":0.1050548,"domain_scores_codex":[0.9978842,0.001097328,0.00007161625,0.00009495967,0.000176163,0.0006757248],"domain_scores_gemma":[0.9967265,0.001184845,0.0004134891,0.00005021346,0.0004505136,0.001174391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000105305,0.0002680046,0.06059176,0.0002258377,0.00001645063,0.002066312,0.9121407,0.00006675756,0.001137374,0.000891245,0.006157695,0.01633253],"study_design_scores_gemma":[0.000006178551,0.00009400008,0.01626658,0.0001742398,0.000005907383,0.0003744251,0.9740192,0.00003617755,0.00006060622,0.0001513246,0.008795531,0.00001582716],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729027,0.001983084,0.0001932008,0.01746036,0.0002540131,0.00003960027,0.00005161343,0.000008998868,0.007106488],"genre_scores_gemma":[0.9895993,0.002436163,0.0003127008,0.005133077,0.00007426868,0.00006197326,0.0000318586,0.000005949322,0.002344638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04229728,"threshold_uncertainty_score":0.08410215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117530890","doi":"10.1186/s12982-025-01328-5","title":"Correlates of cigarette quit intentions and attempts in Nigerian adults living with HIV","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Nicotine; Human immunodeficiency virus (HIV); Odds; Cigarette smoking; Tobacco use; Smoking cessation; Nicotine dependence; Harm reduction","authors":[{"name":"Afolabi Oyapero","is_ca":false},{"name":"Ziyad Ben Taleb","is_ca":false},{"name":"Olatokunbo Osibogun","is_ca":false},{"name":"Olufemi Erinoso","is_ca":false},{"name":"Moyosoore Osoba","is_ca":true},{"name":"Anyachebelu Ebuka","is_ca":false},{"name":"Olatunbosun Olasunkanmi","is_ca":false},{"name":"Olabode Ekerin","is_ca":false},{"name":"Idowu Afeez Adedoyin","is_ca":false},{"name":"Ebbie Kalan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02064514805109674,"gpt":0.3025509618701586,"spread":0.2819058138190619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000446356,0.0001911619,0.0001917889,0.0004972289,0.0005043297,0.0006178624,0.000219875,0.000387698,0.002127272],"category_scores_gemma":[0.001783934,0.0003046264,0.0002496021,0.0004726685,0.0002179862,0.0002770947,0.0003423886,0.0007053982,0.0001608377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001718735,"about_ca_system_score_gemma":0.0002754119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008000818,"about_ca_topic_score_gemma":0.01440188,"domain_scores_codex":[0.9997922,0.00005329204,0.00003429183,0.00002881285,0.00004859682,0.0000428399],"domain_scores_gemma":[0.9991344,0.0002236607,0.00039446,0.00002813472,0.0000921939,0.0001271541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001086729,0.0000365412,0.9989929,0.000008932467,0.00000764135,0.00002383916,0.0001434622,0.000007645686,0.00003599506,0.000007150023,0.00002366045,0.0007012358],"study_design_scores_gemma":[0.00000133683,0.0000482926,0.9986985,0.00002751317,0.00001244527,0.0001309614,0.0008309048,0.0001042539,0.00002595484,0.00001423177,0.0001035673,0.000001977966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987506,0.000337469,0.00002131764,0.00005253452,0.000005320776,0.00001247796,0.0001579566,0.000001079859,0.000661096],"genre_scores_gemma":[0.9995994,0.0001414845,0.00003398854,0.0000164561,0.000002500439,0.000006047789,0.00006621241,4.114905e-7,0.0001334146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008000818,"threshold_uncertainty_score":0.01590848,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409439347","doi":"10.1186/s12982-025-00519-4","title":"Exploring the lived experiences of menstrual hygiene management among in-school visually impaired adolescent girls in rwanda: a phenomenological study","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Nipissing University; Western University","funders":"University of Rwanda; University of Michigan","keywords":"Interpretative phenomenological analysis; Psychology; Hygiene; Developmental psychology; Lived experience; Visually impaired; Phenomenological method; Clinical psychology; Medicine; Psychotherapist; Qualitative research; Optometry; Sociology; Social science","authors":[{"name":"Marie Laetitia Ishimwe Bazakare","is_ca":false},{"name":"Gerard Kaberuka","is_ca":false},{"name":"Aimable Nkurunziza","is_ca":true},{"name":"Justine Bagirisano","is_ca":false},{"name":"Jean Bosco Henri Hitayezu","is_ca":false},{"name":"Yvonne Delphine Nsaba Uwera","is_ca":false},{"name":"Juliet Mukankusi","is_ca":false},{"name":"Godfrey Katende","is_ca":false},{"name":"David Ntirushwa","is_ca":false},{"name":"Donatilla Mukamana","is_ca":false},{"name":"Michael Habtu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1216907289842145,"gpt":0.3639326505716522,"spread":0.2422419215874377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002739451,0.0005884113,0.000744639,0.001007046,0.004525101,0.002750732,0.001092679,0.0009504945,0.001449546],"category_scores_gemma":[0.003506405,0.0005974675,0.0004604654,0.0006731934,0.006321522,0.002481113,0.003431316,0.001798848,0.0001834894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001852185,"about_ca_system_score_gemma":0.001876057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005348291,"about_ca_topic_score_gemma":0.01065001,"domain_scores_codex":[0.9982145,0.001176437,0.00007493411,0.0001362428,0.0001183895,0.0002795093],"domain_scores_gemma":[0.9980324,0.001120378,0.0002978361,0.000078023,0.0001441414,0.0003271707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002127711,0.00003784503,0.008145108,0.0001266595,0.000005969622,0.001457487,0.9868859,0.00001537494,0.0007281546,0.0004513695,0.0002249973,0.001899782],"study_design_scores_gemma":[0.000002457321,0.00004595708,0.005206222,0.0001435263,0.000006151858,0.0004418106,0.9905238,0.00002100658,0.0001143601,0.00006810814,0.003418154,0.000008493588],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968691,0.0008343455,0.0003030264,0.0004591579,0.00002927647,0.00007180711,0.0000414776,0.000003260279,0.001388593],"genre_scores_gemma":[0.9978552,0.0009190239,0.0002729034,0.0001389865,0.00001002172,0.00007118851,0.00002324209,0.000007002295,0.0007023309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005348291,"threshold_uncertainty_score":0.01448774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401521344","doi":"10.1186/s12982-024-00177-y","title":"A quantitative examination of sleep quality, burnout, psychological distress, and social support availability of electrical workers in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre for Addiction and Mental Health; University Health Network; Laurentian University; University of Toronto","funders":"","keywords":"Burnout; Psychological distress; Distress; Sleep quality; Social support; Psychology; Quality (philosophy); Clinical psychology; Applied psychology; Psychiatry; Social psychology; Mental health","authors":[{"name":"Aaron Howe","is_ca":true},{"name":"Ali Bani‐Fatemi","is_ca":true},{"name":"Evan Tjahayadi","is_ca":true},{"name":"Alexia M. Haritos","is_ca":true},{"name":"Yifan Hao","is_ca":true},{"name":"Shangkai Zhu","is_ca":true},{"name":"Edris Formuli","is_ca":true},{"name":"Behdin Nowrouzi‐Kia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0786739985347373,"gpt":0.4264850986481434,"spread":0.3478111001134061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004063263,0.0002116596,0.0002259743,0.0014621,0.003090394,0.0007833096,0.0006255031,0.0001963408,0.001533108],"category_scores_gemma":[0.001367364,0.0002294969,0.0002501352,0.003218457,0.0005067383,0.0002123339,0.000610906,0.0002333881,0.0001264004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02097832,"about_ca_system_score_gemma":0.02544095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995393,"about_ca_topic_score_gemma":0.9984637,"domain_scores_codex":[0.9995421,0.00002945418,0.00002567357,0.00005194078,0.0002119662,0.0001389184],"domain_scores_gemma":[0.9985293,0.00009614608,0.0001939497,0.00002503606,0.0008677295,0.000287866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000542012,0.00002993132,0.9774089,0.00008288636,0.00002225172,0.0001663432,0.008825319,0.0001015753,0.0008348718,0.00008778614,0.0009251674,0.01146088],"study_design_scores_gemma":[0.000001025137,0.00001010246,0.9953877,0.00001319084,0.000003467865,0.00001731703,0.003638037,0.00006094206,0.00003535462,0.000004133087,0.0008249216,0.000003827712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955282,0.0002465798,0.0000922212,0.0001277149,0.000004507936,0.0000372227,0.001369217,0.000004527531,0.002589711],"genre_scores_gemma":[0.9968311,0.0003207723,0.0001929702,0.00004657447,0.000002709688,0.00002279105,0.0006586866,0.000002974472,0.001921409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02097832,"threshold_uncertainty_score":0.1522091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404122551","doi":"10.1186/s12982-024-00297-5","title":"The impact of the COVID-19 pandemic on overweight and obesity: the case of NEET in Türkiye","year":2024,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Overweight; Obesity; 2019-20 coronavirus outbreak; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Environmental health; Virology; Internal medicine; Outbreak; Disease","authors":[{"name":"Deniz Karaoğlan","is_ca":false},{"name":"Nazire Beğen","is_ca":true},{"name":"Pınar Tat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09105724707662789,"gpt":0.4355763799698643,"spread":0.3445191328932364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008594799,0.0003654208,0.0003762602,0.0007249826,0.0009988553,0.001108451,0.0006501489,0.0009516671,0.003239712],"category_scores_gemma":[0.002146728,0.0002343437,0.0006966846,0.000879662,0.0006853682,0.0009026938,0.001360661,0.001397081,0.0002590693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031876,"about_ca_system_score_gemma":0.001220237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0450487,"about_ca_topic_score_gemma":0.06398792,"domain_scores_codex":[0.9993711,0.0002198693,0.00002397749,0.00007504626,0.00003260994,0.0002774228],"domain_scores_gemma":[0.9989699,0.0002951197,0.0004125793,0.00005383438,0.00009527346,0.0001731897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001855559,0.00007786343,0.9868173,0.00006221629,0.0001048358,0.004794103,0.001453927,0.0006349887,0.0001525232,0.001234871,0.001268448,0.003213455],"study_design_scores_gemma":[0.00001927461,0.0001384648,0.9634017,0.0001848148,0.0001304924,0.002182085,0.02505218,0.005115428,0.0001292385,0.001316112,0.002285097,0.0000451781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964296,0.0005077512,0.0001536282,0.001317745,0.00002956297,0.00001074169,0.0003932734,0.00000215505,0.001155538],"genre_scores_gemma":[0.9991624,0.0002163439,0.00007933128,0.0001051556,0.00002114802,0.000007441827,0.0002254515,0.000001546962,0.000181006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0450487,"threshold_uncertainty_score":0.08957303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411061801","doi":"10.1186/s12982-025-00639-x","title":"The psychosocial well-being of sub-Saharan African migrant parents in Ontario: a scoping review","year":2025,"lang":"en","type":"review","venue":"Discover Public Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Psychosocial; Psychology; Psychotherapist","authors":[{"name":"Tsinat Semagn","is_ca":true},{"name":"Ingrid Waldron","is_ca":true},{"name":"Allison Williams","is_ca":true},{"name":"Olive Wahoush","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07064486580822454,"gpt":0.4149988888218372,"spread":0.3443540230136127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009695113,0.0009911762,0.003653573,0.01221119,0.002592315,0.004807598,0.001522746,0.002106481,0.002490056],"category_scores_gemma":[0.03617294,0.0009051063,0.002730045,0.01808758,0.001414789,0.002292921,0.002101185,0.001088926,0.0002319746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01727791,"about_ca_system_score_gemma":0.08068763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3124901,"about_ca_topic_score_gemma":0.5632447,"domain_scores_codex":[0.994895,0.001593565,0.001440023,0.0003079054,0.001395794,0.0003676478],"domain_scores_gemma":[0.9800269,0.0112788,0.003171309,0.000270182,0.004832833,0.000419948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002487539,0.00003928164,0.005556342,0.8041152,0.00237401,0.0005896779,0.007351795,0.0001768841,0.0004779731,0.0008633892,0.007385509,0.1708213],"study_design_scores_gemma":[0.00004173593,0.00009726307,0.01574755,0.9280112,0.0071499,0.0003810048,0.00484327,0.00005485609,0.0001380951,0.000204928,0.04329088,0.00003926416],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003386231,0.9938642,0.0000853368,0.0007905678,0.0001459515,0.0003597459,0.0003568794,0.000004372425,0.001006733],"genre_scores_gemma":[0.01758017,0.9805787,0.0003856352,0.0004110146,0.00005977305,0.0005572866,0.0002062495,0.000003077984,0.0002182407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6875099,"threshold_uncertainty_score":0.6213425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412694652","doi":"10.1186/s12982-025-00828-8","title":"GINA infant nutrition alliance supports breastfeeding in Gaza","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Breastfeeding; Alliance; Gaza strip; Infant feeding; Infant nutrition; Breast feeding; Medicine; Environmental health; Geography; Pediatrics; History; Ancient history; Palestine","authors":[{"name":"Amira Qudieh","is_ca":false},{"name":"Hatem ldhiar","is_ca":false},{"name":"Yafa Ajweh","is_ca":false},{"name":"Marianne White","is_ca":false},{"name":"Rinila Haridas","is_ca":true},{"name":"Annalee Yassi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03148438956798853,"gpt":0.3491006071063845,"spread":0.3176162175383959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00342107,0.0003616675,0.0001781012,0.0003362935,0.003341125,0.001935282,0.0007227541,0.001007264,0.01488071],"category_scores_gemma":[0.003412009,0.0002024066,0.0002984036,0.0002176525,0.0007982346,0.0009159074,0.005455558,0.002254037,0.002778484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604413,"about_ca_system_score_gemma":0.006347325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007136921,"about_ca_topic_score_gemma":0.01543644,"domain_scores_codex":[0.9985005,0.0008148189,0.00003653189,0.00006779801,0.0001111008,0.0004693905],"domain_scores_gemma":[0.9978676,0.0002763774,0.0002121645,0.00007727824,0.0001938629,0.001372619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005241936,0.001105409,0.04644988,0.0007090584,0.00009910034,0.003709185,0.02259609,0.0001945861,0.00408941,0.01015454,0.297133,0.6132356],"study_design_scores_gemma":[0.0001275255,0.0004769606,0.05967495,0.0008454316,0.00004461248,0.00134247,0.01626525,0.0001436378,0.000626148,0.002572591,0.9178453,0.00003494828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.3353677,0.03689042,0.00287748,0.3494336,0.005461904,0.0004941466,0.001064867,0.0008269506,0.267583],"genre_scores_gemma":[0.8507841,0.02052571,0.009742972,0.03964088,0.001079554,0.001073163,0.0009272295,0.0001503446,0.0760761],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01488071,"threshold_uncertainty_score":0.04978096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410891780","doi":"10.1186/s12982-025-00700-9","title":"Physician burnout and patient care practices in Sierra Leone","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Sierra leone; Burnout; Nursing; Medicine; Family medicine; Psychology; Clinical psychology; Sociology; Socioeconomics","authors":[{"name":"Mohamed B. Jalloh","is_ca":true},{"name":"Asad Naveed","is_ca":true},{"name":"Sylnata A. A. Johnson","is_ca":false},{"name":"Abdul Karim Bah","is_ca":false},{"name":"Fatmata B. Barrie","is_ca":false},{"name":"Joseph V. Sengeh","is_ca":false},{"name":"Arthur Sillah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07338682642311392,"gpt":0.4531141110484276,"spread":0.3797272846253137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006390693,0.000119654,0.0001373718,0.000688265,0.0004671436,0.0004703505,0.0001457302,0.0002728342,0.0006473881],"category_scores_gemma":[0.002855024,0.0001740215,0.0001055064,0.0003967153,0.000387398,0.0002424324,0.000517807,0.0002530203,0.000040136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003015803,"about_ca_system_score_gemma":0.0004808632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01182983,"about_ca_topic_score_gemma":0.01713369,"domain_scores_codex":[0.9994785,0.000294119,0.00003969395,0.00003794062,0.00005726094,0.00009251759],"domain_scores_gemma":[0.9981737,0.0004716315,0.0009745753,0.00004581391,0.00009442084,0.0002398555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003279874,0.00005909361,0.995252,0.00003100416,0.00001546292,0.0001543927,0.001704931,0.00002262264,0.000179638,0.00001525238,0.00007526187,0.002457635],"study_design_scores_gemma":[0.000003990808,0.00006097307,0.997453,0.00003269791,0.000005198496,0.0002118659,0.001961377,0.00003868727,0.00002798056,0.000007583789,0.0001946336,0.000001933336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994562,0.0002818347,0.00001032079,0.00006095102,0.000001914434,0.000003079625,0.00001394638,6.695373e-7,0.0001709993],"genre_scores_gemma":[0.99966,0.0002120276,0.00003115761,0.00002363326,0.000003914573,0.000004092964,0.00002034864,2.541688e-7,0.00004457668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01182983,"threshold_uncertainty_score":0.02352196,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404148292","doi":"10.1186/s12982-024-00313-8","title":"Integrating trauma- and violence-informed care in perinatal services to support adolescent mothers in low and middle-income countries: a call to action","year":2024,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Nipissing University; Western University","funders":"","keywords":"Low and middle income countries; Action (physics); Psychology; Low income; Call to action; Medicine; Developing country; Psychiatry; Clinical psychology; Nursing; Developmental psychology; Business; Sociology; Economic growth; Socioeconomics","authors":[{"name":"Aimable Nkurunziza","is_ca":true},{"name":"Victoria Smye","is_ca":true},{"name":"C. Nadine Wathen","is_ca":true},{"name":"Panagiota Tryphonopoulos","is_ca":true},{"name":"Kimberley T. Jackson","is_ca":true},{"name":"David F. Cechetto","is_ca":true},{"name":"Darius Gishoma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02959318209313839,"gpt":0.3496346398914427,"spread":0.3200414577983043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0188574,0.0005200226,0.0008201465,0.0009822545,0.006302683,0.008626971,0.003926278,0.008013642,0.0104788],"category_scores_gemma":[0.03384374,0.0006204164,0.001435357,0.0007713556,0.003816207,0.005892767,0.01525155,0.01598435,0.0008940942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006222981,"about_ca_system_score_gemma":0.09466279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02318335,"about_ca_topic_score_gemma":0.05796737,"domain_scores_codex":[0.9871306,0.007971286,0.0004496063,0.0003051576,0.001278506,0.002864819],"domain_scores_gemma":[0.951311,0.01178736,0.002717197,0.001412353,0.004768008,0.02800409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001893008,0.003721814,0.04435918,0.006113408,0.0002772952,0.003635285,0.04709965,0.001001746,0.001417404,0.02106118,0.3143939,0.5567299],"study_design_scores_gemma":[0.000479159,0.001891605,0.09323656,0.054694,0.0003886937,0.002617651,0.271944,0.001315326,0.001244498,0.02414754,0.5477244,0.000316608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02276444,0.01457951,0.001458884,0.9483738,0.002813408,0.0004778882,0.00005887351,0.0001318272,0.009341474],"genre_scores_gemma":[0.5030106,0.08029883,0.04190437,0.3576483,0.005610046,0.003898454,0.0002512253,0.0001451525,0.00723297],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02318335,"threshold_uncertainty_score":0.0997287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411868801","doi":"10.1186/s12982-025-00731-2","title":"Spatial analysis of under-five mortality in Africa using geographically weighted poisson regression","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Uppsala Universitet","keywords":"Geographically Weighted Regression; Poisson regression; Geography; Statistics; Regression; Regression analysis; Poisson distribution; Cartography; Mathematics; Medicine; Environmental health; Population","authors":[{"name":"Johnson Adedeji Olusola","is_ca":false},{"name":"Adedeji Adigun Oyinloye","is_ca":false},{"name":"Kemi Funlayo Akeju","is_ca":false},{"name":"Ropo Ebenezer Ogunsakin","is_ca":true},{"name":"Sibusiso Moyo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04462356574095926,"gpt":0.3621962920919043,"spread":0.3175727263509451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009587576,0.0006856008,0.0009258704,0.003077224,0.0004151873,0.001056972,0.001625434,0.0005681994,0.002416499],"category_scores_gemma":[0.02946531,0.0003591692,0.002577156,0.005170016,0.0005138132,0.001037719,0.001657209,0.001032721,0.0004276233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007491312,"about_ca_system_score_gemma":0.001153316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03180014,"about_ca_topic_score_gemma":0.01572203,"domain_scores_codex":[0.9919722,0.005789591,0.0004185577,0.000978554,0.0005478574,0.000293172],"domain_scores_gemma":[0.9854112,0.01012143,0.002346263,0.0008781541,0.001103491,0.0001395578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002360568,0.0001299673,0.7815763,0.0005121349,0.002065058,0.001302312,0.001966517,0.1303958,0.0008030339,0.01030722,0.002832243,0.06787331],"study_design_scores_gemma":[0.00004607923,0.0003295022,0.3715442,0.000321859,0.0007871977,0.0009282429,0.005886686,0.5920778,0.0009276154,0.01515115,0.01186636,0.0001331787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7811323,0.002587063,0.2048379,0.00120572,0.000153715,0.0005704754,0.005413196,0.0004706963,0.003628814],"genre_scores_gemma":[0.9645886,0.0007667824,0.03131954,0.00008239805,0.00004604549,0.0003253985,0.001939728,0.00004634647,0.0008851296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03180014,"threshold_uncertainty_score":0.0632301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407762096","doi":"10.1186/s12982-025-00443-7","title":"Processes of development related with the implementation of the Icelandic prevention model in a rural Canadian community","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Students Commission; Carleton University; Royal Ottawa Mental Health Centre; Public Health Agency of Canada; Mental Health Commission of Canada; Dalhousie University; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Icelandic; Geography; Environmental planning; Environmental resource management; Environmental science","authors":[{"name":"Tanya Halsall","is_ca":true},{"name":"Kianna Mahmoud","is_ca":true},{"name":"Matt Drabenstott","is_ca":true},{"name":"Heather Orpana","is_ca":true},{"name":"Srividya N. Iyer","is_ca":true},{"name":"Álfgeir L. Kristjánsson","is_ca":false},{"name":"Kimberly Matheson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0567171997020134,"gpt":0.4434526196247512,"spread":0.3867354199227378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01301454,0.0007408208,0.0004245561,0.001578556,0.01774939,0.006165555,0.002420459,0.0009644676,0.001967798],"category_scores_gemma":[0.01578844,0.000468533,0.0005795198,0.001812426,0.006222005,0.001425348,0.006016508,0.001711804,0.0001677391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08948758,"about_ca_system_score_gemma":0.217573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9387275,"about_ca_topic_score_gemma":0.9672214,"domain_scores_codex":[0.9909923,0.0043467,0.0002415901,0.0005763583,0.001723696,0.002119404],"domain_scores_gemma":[0.9921624,0.002488127,0.0006368954,0.0002984581,0.002783032,0.001631072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009840677,0.0003474884,0.03443456,0.0004526845,0.00002177603,0.00156936,0.8542208,0.0009384584,0.001196938,0.0074067,0.002670267,0.09664266],"study_design_scores_gemma":[0.00003600431,0.0003196107,0.05740143,0.0008341945,0.00008152742,0.0003081982,0.8710108,0.00144663,0.00174027,0.00176916,0.06494549,0.0001065864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263458,0.0009422571,0.005382287,0.007422492,0.00006514251,0.002511369,0.0003513885,0.0001054126,0.05687383],"genre_scores_gemma":[0.977137,0.001274962,0.01343936,0.0004790529,0.00001056029,0.0006093634,0.0001819749,0.0000309582,0.006836615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08948758,"threshold_uncertainty_score":0.6492809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406615824","doi":"10.1186/s12982-025-00393-0","title":"Impacts of the COVID-19 pandemic on supervised consumption service delivery in Vancouver and Surrey, Canada from the perspective of service providers","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia, Okanagan Campus; St. Paul's Hospital; BC Mental Health & Substance Use Services; Fraser Health; Regent College; University of British Columbia; Public Health Ontario; British Columbia Centre on Substance Use; University of Toronto; CARE Canada; Simon Fraser University","funders":"Canadian Institutes of Health Research; Social Sciences and Humanities Research Council; Canada Research Chairs; St. Paul's Foundation","keywords":"Coronavirus disease 2019 (COVID-19); Perspective (graphical); Pandemic; Consumption (sociology); Service (business); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; Service delivery framework; Service provider; Marketing; Medicine; Sociology; Computer science; Virology; Outbreak","authors":[{"name":"Tyson Singh Kelsall","is_ca":true},{"name":"Michelle Olding","is_ca":true},{"name":"Tara Myketiak","is_ca":true},{"name":"Nitasha Puri","is_ca":true},{"name":"Kanna Hayashi","is_ca":true},{"name":"Thomas Kerr","is_ca":true},{"name":"Mary Clare Kennedy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.074605915612353,"gpt":0.3592442105804482,"spread":0.2846382949680952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001707846,0.000291073,0.0003773815,0.0006150133,0.0132833,0.004678839,0.001267147,0.0006880363,0.002950162],"category_scores_gemma":[0.004102736,0.000411221,0.000259596,0.001988583,0.004418015,0.001017125,0.003819259,0.001881076,0.0002006245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.102518,"about_ca_system_score_gemma":0.1878299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947436,"about_ca_topic_score_gemma":0.9980277,"domain_scores_codex":[0.9969308,0.0007403527,0.0001123173,0.0001984025,0.0005817587,0.001436486],"domain_scores_gemma":[0.9940113,0.0008269325,0.0004116399,0.0001107965,0.00224073,0.002398527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003636925,0.0001510483,0.2765006,0.001019257,0.0000833462,0.005075661,0.6224841,0.001276268,0.002695546,0.006153839,0.0169406,0.06725602],"study_design_scores_gemma":[0.00001041321,0.00005896539,0.126554,0.0004899611,0.00002105962,0.0002102443,0.8484259,0.0003943174,0.000284956,0.0002774992,0.02321411,0.00005852232],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751492,0.001425642,0.0002731422,0.007045323,0.00006754055,0.0001008322,0.0004620892,0.00001514911,0.01546111],"genre_scores_gemma":[0.9937919,0.001394783,0.0003574613,0.0009976531,0.000007136647,0.00003337928,0.0001684201,0.00001313106,0.003236257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.102518,"threshold_uncertainty_score":0.7438233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401113493","doi":"10.1186/s12982-024-00159-0","title":"Analysis of convergence between a unified One Health policy framework and imbalanced research portfolio","year":2024,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Political science; One Health; Global health; Portfolio; Public health; Medicine; Business; Health care","authors":[{"name":"Lisa Vors","is_ca":false},{"name":"Didier Raboisson","is_ca":false},{"name":"Guillaume Lhermie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1513991512349952,"gpt":0.4731218941390731,"spread":0.3217227429040779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08195783,0.000701567,0.002152823,0.03401108,0.003080757,0.01765616,0.00243628,0.002493778,0.005098207],"category_scores_gemma":[0.1782703,0.0004997763,0.0009925172,0.04073493,0.006381441,0.01147827,0.01283884,0.001431918,0.0003527835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01783175,"about_ca_system_score_gemma":0.009802728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005122961,"about_ca_topic_score_gemma":0.002762792,"domain_scores_codex":[0.910754,0.05938623,0.005529572,0.007094149,0.01236155,0.004874426],"domain_scores_gemma":[0.8091367,0.1426044,0.02073337,0.007522824,0.01493857,0.005064254],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002930438,0.0001679533,0.1217067,0.001619399,0.0007830653,0.0007508732,0.0186835,0.01988994,0.0006884914,0.7769212,0.002295427,0.05620043],"study_design_scores_gemma":[0.0001498039,0.0003236526,0.1181332,0.002147359,0.0005321262,0.0004391406,0.05894809,0.07922463,0.0007400627,0.701523,0.03768679,0.0001521883],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8114933,0.005804859,0.07630792,0.0218826,0.0001499863,0.0008088233,0.002475117,0.0002406662,0.08083677],"genre_scores_gemma":[0.9906735,0.0003858322,0.007809874,0.0002009222,0.00003393745,0.0002803722,0.0002874498,0.00002016071,0.0003080447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9180422,"threshold_uncertainty_score":0.4334396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403179038","doi":"10.1186/s12982-024-00248-0","title":"A descriptive overview of healthy relationship programs for Indigenous youth in Canada: an integrated environmental scan","year":2024,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Thunder Bay Regional Health Sciences Centre; Thunder Bay Regional Research Institute; WiLAN (Canada); Jewish General Hospital; Lakehead University; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Indigenous; Descriptive research; Descriptive statistics; Geography; Psychology; Socioeconomics; Political science; Environmental resource management; Environmental planning; Sociology; Social science; Environmental science; Ecology; Statistics; Biology; Mathematics","authors":[{"name":"Carolyn M. Melro","is_ca":true},{"name":"Isabella Kakish","is_ca":true},{"name":"Nicole D’souza","is_ca":true},{"name":"Gregory Brass","is_ca":true},{"name":"Clifford Ballantyne","is_ca":false},{"name":"Patricia Boksa","is_ca":true},{"name":"Christopher J. Mushquash","is_ca":true},{"name":"Srividya N. Iyer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1774804852756336,"gpt":0.3638519378673191,"spread":0.1863714525916855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001783616,0.000453731,0.0005758893,0.007525322,0.006469424,0.002528393,0.001425093,0.0004172289,0.004418483],"category_scores_gemma":[0.005072499,0.0004319551,0.0005418466,0.02051857,0.001392704,0.0009523042,0.001875855,0.0009527303,0.000249555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06580701,"about_ca_system_score_gemma":0.1596125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9802184,"about_ca_topic_score_gemma":0.9926195,"domain_scores_codex":[0.9982047,0.0002036786,0.0001873425,0.0001151972,0.0005955583,0.0006935017],"domain_scores_gemma":[0.9942895,0.001092986,0.0004634899,0.0001098615,0.003150672,0.0008934755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004121388,0.0004312013,0.3819374,0.01380561,0.00013389,0.002766527,0.1803817,0.001328772,0.002919772,0.007225894,0.04725398,0.3614031],"study_design_scores_gemma":[0.00002853908,0.0001938905,0.5311123,0.007328489,0.0001717631,0.0007154848,0.2588806,0.0005601545,0.0009354425,0.0005857032,0.1993635,0.0001241435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8098545,0.02295596,0.003241548,0.005538546,0.0001564754,0.006535209,0.08335569,0.0004495209,0.06791247],"genre_scores_gemma":[0.873877,0.05052521,0.02123764,0.002206919,0.00005311848,0.007830003,0.02535691,0.0002009067,0.0187122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06580701,"threshold_uncertainty_score":0.4774656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405577636","doi":"10.1186/s12982-024-00362-z","title":"Protocol for the next generation brain health survey on attitudes, understanding, and exposure to brain health risk factors in young adults globally","year":2024,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Native Health Society","funders":"Alzheimer’s Research UK; Alzheimer's Association","keywords":"Protocol (science); Psychology; Environmental health; Medicine; Gerontology; Alternative medicine; Pathology","authors":[{"name":"Laura Booi","is_ca":false},{"name":"Sarah Gregory","is_ca":false},{"name":"Katie Bridgeman","is_ca":false},{"name":"Katie Willingham","is_ca":false},{"name":"Michaela Davies","is_ca":true},{"name":"Nana Ama Frimpomaa Agyapong","is_ca":false},{"name":"Auswell Amfo‐Antiri","is_ca":false},{"name":"Maritza Pintado‐Caipa","is_ca":false},{"name":"Natalie Jenkins","is_ca":false},{"name":"Harris A. Eyre","is_ca":false},{"name":"Li Su","is_ca":false},{"name":"Brian Lawlor","is_ca":false},{"name":"Graciela Muñiz‐Terrera","is_ca":false},{"name":"Francesca R Farina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1655096528656539,"gpt":0.3794172639430242,"spread":0.2139076110773702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02989058,0.002052721,0.002604085,0.004047443,0.004798903,0.002210915,0.00183906,0.003324015,0.1492556],"category_scores_gemma":[0.03810097,0.002659761,0.002938955,0.002370198,0.0011394,0.003756677,0.003239206,0.005931238,0.03617039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004486998,"about_ca_system_score_gemma":0.01276183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009040288,"about_ca_topic_score_gemma":0.01404634,"domain_scores_codex":[0.9866576,0.006562997,0.003581691,0.001077677,0.001034878,0.001085145],"domain_scores_gemma":[0.9692591,0.008506173,0.002473921,0.00328223,0.01413808,0.002340537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01052003,0.008258266,0.02251959,0.01806269,0.0004022308,0.0007770393,0.008313842,0.003132593,0.001941415,0.008714158,0.7318981,0.1854599],"study_design_scores_gemma":[0.02354402,0.009161841,0.1545008,0.0150091,0.0002913477,0.000667415,0.01294958,0.004158381,0.002405024,0.01630907,0.7601333,0.0008700093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005185288,0.0002357537,0.005485716,0.00166413,0.0007724229,0.9414546,0.03676008,0.0004574476,0.007984486],"genre_scores_gemma":[0.002133025,0.0001401177,0.003543281,0.0005656936,0.00006622662,0.9884223,0.003868501,0.00002046722,0.001240361],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1492556,"threshold_uncertainty_score":0.4993098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413128232","doi":"10.1186/s12982-025-00822-0","title":"Experiences of pacing to reduce symptoms among adults living with Long COVID in Canada, Ireland, the United Kingdom and the United States","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"TD Bank Group; Toronto Rehabilitation Institute; Canadian Patient Safety Institute; University of Toronto; University Health Network; Princess Margaret Cancer Centre; Public Health Ontario; McMaster University","funders":"Canadian Institutes of Health Research; Pittsburgh Liver Research Center, University of Pittsburgh","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Kingdom; Gerontology; Medicine; Demography; Virology; Sociology; Outbreak; Disease; Internal medicine","authors":[{"name":"Kiera McDuff","is_ca":true},{"name":"Darren A. Brown","is_ca":false},{"name":"Natalie St. Clair‐Sullivan","is_ca":false},{"name":"Soo Chan Carusone","is_ca":true},{"name":"Kristine M. Erlandson","is_ca":false},{"name":"Lisa Avery","is_ca":true},{"name":"Ciarán Bannan","is_ca":false},{"name":"Colm Bergin","is_ca":false},{"name":"Angela M. Cheung","is_ca":true},{"name":"Susie Goulding","is_ca":false},{"name":"Richard Harding","is_ca":false},{"name":"Mary Kelly","is_ca":false},{"name":"Jessica Martin","is_ca":true},{"name":"Lisa McCorkell","is_ca":false},{"name":"Sarah O’Connell","is_ca":false},{"name":"Imelda O’Donovan","is_ca":false},{"name":"Margaret O’Hara","is_ca":false},{"name":"Niamh Roche","is_ca":false},{"name":"Ruth Stokes","is_ca":false},{"name":"C S Thomson","is_ca":false},{"name":"Liam Townsend","is_ca":false},{"name":"Jaime H. Vera","is_ca":false},{"name":"Hannah Wei","is_ca":true},{"name":"Patricia Solomon","is_ca":true},{"name":"Kelly K. O’Brien","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01296965703874129,"gpt":0.2939274168850667,"spread":0.2809577598463254,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001570914,0.0002788358,0.0004951174,0.0005482498,0.006982322,0.002556311,0.0008194217,0.0007977031,0.002046472],"category_scores_gemma":[0.004302096,0.000235022,0.0002738214,0.0008906713,0.004069144,0.001272699,0.003542556,0.001651001,0.0001278434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007216457,"about_ca_system_score_gemma":0.01298949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4886324,"about_ca_topic_score_gemma":0.7363612,"domain_scores_codex":[0.9984589,0.0005297189,0.00006873526,0.00009446151,0.0002141453,0.0006341801],"domain_scores_gemma":[0.9957444,0.0008612765,0.0003876456,0.00006257792,0.0006934759,0.002250572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001174944,0.00006968238,0.0553815,0.0002100936,0.00001559261,0.001606813,0.9265747,0.00005285533,0.0006209661,0.0004984839,0.003563299,0.01128847],"study_design_scores_gemma":[0.000006043388,0.00006179848,0.02675624,0.0002143878,0.000006543366,0.0003430757,0.9658898,0.00004215472,0.00005008045,0.00005592476,0.006550394,0.00002360346],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924231,0.0008130199,0.0001379992,0.001667676,0.00005190271,0.00003853405,0.0001108033,0.000006529995,0.00475046],"genre_scores_gemma":[0.9973283,0.000604673,0.0002031021,0.000878704,0.00001500431,0.00004145161,0.0000614235,0.000006522358,0.0008609456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5113676,"threshold_uncertainty_score":0.9715765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417433942","doi":"10.1186/s12982-025-01120-5","title":"The USA direct health assistance foreign policy: making a case for Africa","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Laurentian University","funders":"World Health Organization; United States Agency for International Development","keywords":"Vulnerability (computing); Global health; Procurement; Structural adjustment; Humanitarian aid; Development aid; Empowerment; Psychological resilience; Sovereignty","authors":[{"name":"Prosper Mandela Amaltinga Awuni","is_ca":true},{"name":"James Mbinta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05797299846179641,"gpt":0.3948017148346635,"spread":0.336828716372867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01191393,0.0006369213,0.0004750259,0.002821746,0.004435519,0.009802672,0.0008648926,0.00311401,0.002077617],"category_scores_gemma":[0.01542108,0.0002412004,0.0004961605,0.003328725,0.008812471,0.01275746,0.003339595,0.003960054,0.000231065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007425146,"about_ca_system_score_gemma":0.0139682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008683544,"about_ca_topic_score_gemma":0.01099697,"domain_scores_codex":[0.9936825,0.004975256,0.0001739625,0.0002225808,0.0003379353,0.0006077443],"domain_scores_gemma":[0.9881818,0.009850183,0.0007167251,0.0002969396,0.0006409141,0.0003133912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007039864,0.00005543778,0.002980698,0.003761125,0.00004048526,0.001739548,0.0831283,0.0008102498,0.0002733512,0.783911,0.02809911,0.09513029],"study_design_scores_gemma":[0.00003660752,0.0000767114,0.002994529,0.02278426,0.0001020826,0.0006527163,0.2214878,0.0006520575,0.0004958132,0.1244113,0.6262723,0.00003390589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07384492,0.3192935,0.003690789,0.4827603,0.003123177,0.0001762743,0.0001274507,0.00003392246,0.1169495],"genre_scores_gemma":[0.7512641,0.1990785,0.004947578,0.03639343,0.001005051,0.0005215328,0.00006586536,0.00003781597,0.006686154],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01191393,"threshold_uncertainty_score":0.06300759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414182109","doi":"10.1186/s12982-025-00904-z","title":"Impact of pharmacist-led interventions on pregnancy-related health outcomes: a systematic review","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychological intervention; Observational study; Pregnancy; Adverse effect; MEDLINE; Pharmacist; Systematic review; Gestational diabetes; Health care","authors":[{"name":"Chia Siang Kow","is_ca":false},{"name":"Venus Sing Yee Lee","is_ca":false},{"name":"G. André Ng","is_ca":false},{"name":"Jing Wei Teoh","is_ca":false},{"name":"Kan Yin Wong","is_ca":false},{"name":"E Lyn Lee","is_ca":false},{"name":"Kaeshaelya Thiruchelvam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09489366922433728,"gpt":0.4891405710727235,"spread":0.3942469018483862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008626078,0.001377149,0.00724841,0.005949588,0.0006069243,0.002310526,0.001648124,0.001656121,0.004225921],"category_scores_gemma":[0.03921592,0.0008388263,0.007735648,0.007408489,0.0006196027,0.001741089,0.0012656,0.001217815,0.0002195507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003932623,"about_ca_system_score_gemma":0.01238897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008770686,"about_ca_topic_score_gemma":0.02318808,"domain_scores_codex":[0.9927007,0.002892044,0.002310444,0.0004742454,0.001404117,0.0002184173],"domain_scores_gemma":[0.9708343,0.02289884,0.003990916,0.0003408215,0.001668781,0.0002664095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003183395,0.00004150477,0.000778496,0.9413775,0.01119958,0.00006374144,0.0001242316,0.0001167025,0.00008898105,0.0001465159,0.0007573469,0.0449871],"study_design_scores_gemma":[0.000613373,0.0003783799,0.006291317,0.8578407,0.121289,0.0001916166,0.0002103503,0.0001546136,0.0002674935,0.0002404314,0.01248832,0.00003434376],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001370702,0.9972528,0.0001446573,0.000198516,0.00007726997,0.0003695312,0.0002648063,0.00001013703,0.000311712],"genre_scores_gemma":[0.02275749,0.9751335,0.0006846592,0.0003663796,0.00006918002,0.0007186011,0.0001756199,0.000005249371,0.00008936625],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008770686,"threshold_uncertainty_score":0.04561961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117135990","doi":"10.1186/s12982-025-01272-4","title":"One billion more people benefiting from universal health coverage: where is early childhood caries prevention in the African vision?","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Early childhood caries; Psychological intervention; Early childhood; Global health; Health policy; Public health; Conceptual framework; Capacity building; Public health surveillance","authors":[{"name":"Morẹ́nikẹ́ Oluwátóyìn Foláyan","is_ca":true},{"name":"Abiola Adeniyi","is_ca":false},{"name":"Ahmed Bhayat","is_ca":false},{"name":"Maha El Tantawi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01719070343159036,"gpt":0.3137714080849131,"spread":0.2965807046533227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0136151,0.0008893225,0.00187363,0.003450979,0.001453642,0.006311364,0.001515463,0.004188053,0.005299918],"category_scores_gemma":[0.04050601,0.0005911108,0.00169139,0.004170537,0.00325569,0.01176017,0.003511405,0.004520354,0.0004703825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004624647,"about_ca_system_score_gemma":0.01969679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009328401,"about_ca_topic_score_gemma":0.008980776,"domain_scores_codex":[0.9930332,0.003765997,0.0008026782,0.0005789369,0.001066036,0.0007531142],"domain_scores_gemma":[0.9725479,0.02198134,0.002293916,0.0003656228,0.002148222,0.000662954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003343257,0.00008037893,0.004647768,0.1605013,0.00094112,0.0006573041,0.00820287,0.000723249,0.0010486,0.093468,0.02501614,0.7043789],"study_design_scores_gemma":[0.0001350364,0.0003301239,0.01522673,0.3894389,0.003118763,0.0008732944,0.02054131,0.0008310336,0.0009824674,0.09465676,0.4737283,0.0001373768],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003368495,0.9165373,0.0009939041,0.07426986,0.001492998,0.00004721737,0.0001416145,0.00001432064,0.00313425],"genre_scores_gemma":[0.1000332,0.882016,0.002797487,0.01310838,0.001081805,0.0002351567,0.0001392876,0.00001522433,0.0005733678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0136151,"threshold_uncertainty_score":0.07200438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410523216","doi":"10.1186/s12982-025-00520-x","title":"Restoring public trust in COVID-19 vaccine among Africans, Caribbean, and Black Canadians using Community based participatory research (CBPR)","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University; Ottawa Public Health; University of Ottawa","funders":"","keywords":"Community-based participatory research; Participatory action research; Citizen journalism; Coronavirus disease 2019 (COVID-19); Sociology; Socioeconomics; Political science; Medicine; Anthropology","authors":[{"name":"Josephine Etowa","is_ca":true},{"name":"A Jacques","is_ca":true},{"name":"Luc Malemo","is_ca":true},{"name":"Ghose Bishwajit","is_ca":true},{"name":"Egbe B. Etowa","is_ca":true},{"name":"Charles Daboné","is_ca":true},{"name":"Sylvia Sangwa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3480586019487522,"gpt":0.4624184223844389,"spread":0.1143598204356867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04099847,0.0006879918,0.0006945592,0.002310443,0.03091552,0.006704092,0.002944605,0.001606282,0.002824734],"category_scores_gemma":[0.0260071,0.0004716004,0.0005816349,0.00163935,0.01009925,0.002128112,0.01008343,0.002882987,0.0001833519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0431899,"about_ca_system_score_gemma":0.1368986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7689446,"about_ca_topic_score_gemma":0.8461249,"domain_scores_codex":[0.9808509,0.01175192,0.0003017285,0.001142635,0.001557661,0.004395145],"domain_scores_gemma":[0.9778646,0.01135646,0.001064168,0.0009242368,0.005796496,0.002994008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001181899,0.0004343643,0.01289244,0.0004443953,0.00003095066,0.0005858373,0.927012,0.0001836947,0.001150912,0.00431993,0.002825709,0.05000159],"study_design_scores_gemma":[0.00004123959,0.0001481774,0.006945936,0.0004160914,0.00004068887,0.00004695693,0.9740837,0.0002568187,0.0004181296,0.001298096,0.01626902,0.00003523075],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958604,0.0008923934,0.004744865,0.0109689,0.0001532093,0.004335086,0.0002030621,0.0000399681,0.02005838],"genre_scores_gemma":[0.9881487,0.0004548081,0.00574942,0.001487116,0.00002153708,0.001681156,0.00004643937,0.00001384903,0.002396918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2310554,"threshold_uncertainty_score":0.4648323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403466924","doi":"10.1186/s12982-024-00257-z","title":"Health system resilience in countries facing terrorist threats: a scoping review","year":2024,"lang":"en","type":"review","venue":"Discover Public Health","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Université du Québec à Chicoutimi","funders":"","keywords":"Terrorism; Resilience (materials science); Political science; Computer security; Computer science; Law","authors":[{"name":"Souleymane Bayoulou","is_ca":false},{"name":"Vouanda Somé","is_ca":false},{"name":"Boubacar Niare","is_ca":false},{"name":"Tarwindssèga Désiré Rouamba","is_ca":false},{"name":"Wend-Yam Yves Armel R. Zoungrana","is_ca":true},{"name":"Appolinaire Tonye Kollo","is_ca":false},{"name":"Karim Kaboré","is_ca":false},{"name":"Assita Banakourou Traore","is_ca":false},{"name":"Ousmane Koanda","is_ca":false},{"name":"Nébilbié Christophe Bayili","is_ca":false},{"name":"Augusta Bintou Traore","is_ca":false},{"name":"Jean Baptiste Koudougou","is_ca":false},{"name":"Patrice Ngangue","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2310644906949986,"gpt":0.5469066235411678,"spread":0.3158421328461692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01120385,0.001331905,0.003188664,0.01673203,0.001349276,0.005718045,0.001847694,0.003579177,0.004601052],"category_scores_gemma":[0.0556367,0.0009907604,0.004343147,0.0160818,0.001705153,0.004280998,0.00311322,0.001863168,0.0004485881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006093185,"about_ca_system_score_gemma":0.02303269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009946063,"about_ca_topic_score_gemma":0.01560503,"domain_scores_codex":[0.9920784,0.003375453,0.002332964,0.000464525,0.001311497,0.0004372394],"domain_scores_gemma":[0.9551783,0.03701442,0.004114243,0.000522273,0.002793372,0.0003773836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007897244,0.00004152777,0.001026693,0.7994406,0.001950457,0.0003187866,0.002565867,0.000533568,0.0001191454,0.004323981,0.007226842,0.1823736],"study_design_scores_gemma":[0.00001901615,0.00007493583,0.00233656,0.9316139,0.003676411,0.0003753447,0.002011535,0.00009295122,0.00009574508,0.001209017,0.05846842,0.00002619795],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004824626,0.9974989,0.0001446728,0.0007657445,0.0001641323,0.0001238952,0.00008455834,0.000004798022,0.0007307635],"genre_scores_gemma":[0.006354389,0.992555,0.0002917114,0.0003767712,0.00008225265,0.0001857951,0.00007624892,0.000002429192,0.00007539747],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01673203,"threshold_uncertainty_score":0.05925238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413868489","doi":"10.1186/s12982-025-00915-w","title":"Self-care practices in diabetes among populations in India: a systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Diabetes Management and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Meta-analysis; Systematic review; Medicine; Gerontology; MEDLINE; Political science; Internal medicine","authors":[{"name":"Sirshendu Chaudhuri","is_ca":false},{"name":"Varun Agiwal","is_ca":false},{"name":"C Chandrasekhar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1023493781184218,"gpt":0.4051115676432768,"spread":0.302762189524855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01267359,0.002814375,0.01818183,0.009059231,0.0008142286,0.003686811,0.002212251,0.00191557,0.002894614],"category_scores_gemma":[0.0277851,0.001665777,0.04303664,0.01005356,0.0005858079,0.001885005,0.001707243,0.00182332,0.0002372757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003149801,"about_ca_system_score_gemma":0.004878551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008451715,"about_ca_topic_score_gemma":0.01951211,"domain_scores_codex":[0.9926165,0.002627475,0.002781913,0.0007414828,0.00096262,0.000270053],"domain_scores_gemma":[0.9854881,0.01006368,0.002385732,0.0004858701,0.001372665,0.0002039159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001039873,0.00003728822,0.004316446,0.4684788,0.5128178,0.0001532564,0.0001556258,0.0004808083,0.0001898331,0.0001177082,0.0004738258,0.01173883],"study_design_scores_gemma":[0.0002027985,0.0001342749,0.003275397,0.03403373,0.9606238,0.0001140904,0.00006280068,0.0001265283,0.000100655,0.00009783994,0.001205609,0.00002240156],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004481404,0.9938246,0.0004519021,0.000128272,0.00009078038,0.0003498312,0.0004636203,0.00002312813,0.0001864576],"genre_scores_gemma":[0.1103071,0.8833473,0.002823553,0.0005448544,0.000155096,0.001576773,0.0009424904,0.00002651017,0.0002762737],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01818183,"threshold_uncertainty_score":0.06702513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409005007","doi":"10.1186/s12982-025-00517-6","title":"HIV status awareness and associated factors among domestic workers in Kigali, Rwanda","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Sex work and related issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Human immunodeficiency virus (HIV); Environmental health; Medicine; Demography; Virology; Sociology","authors":[{"name":"Everest Turatsinze","is_ca":false},{"name":"Alain Favina","is_ca":false},{"name":"Fred Mulisa","is_ca":false},{"name":"Ritah Mukashyaka","is_ca":false},{"name":"Ann Karanja","is_ca":false},{"name":"Deborah Kansiime","is_ca":false},{"name":"Louange Twahirwa Gutabarwa","is_ca":false},{"name":"Peace Kwizera","is_ca":false},{"name":"Aflodis Kagaba","is_ca":false},{"name":"Andrew Gasozi Ntwali","is_ca":false},{"name":"Dan Lutasingwa","is_ca":false},{"name":"Mark Mohan Kaggwa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02759575253653797,"gpt":0.3538344982091374,"spread":0.3262387456725995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004350799,0.0002288152,0.0002558417,0.0006610019,0.0005395943,0.0004847257,0.0001827365,0.0002851697,0.001181913],"category_scores_gemma":[0.001385233,0.0002729487,0.0002094161,0.0005042549,0.0003638018,0.0003057323,0.0003394027,0.0003698513,0.0001200046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001960047,"about_ca_system_score_gemma":0.0002745191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005742224,"about_ca_topic_score_gemma":0.007805205,"domain_scores_codex":[0.9997447,0.00008472504,0.00002973519,0.00003119227,0.00003850773,0.00007106694],"domain_scores_gemma":[0.9993109,0.000149766,0.0003762618,0.00003002478,0.00004696019,0.00008621056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001755048,0.00005433207,0.99687,0.00002214807,0.00001016098,0.0002282998,0.0009215201,0.00001135656,0.0002538411,0.00001271466,0.00005480094,0.00154332],"study_design_scores_gemma":[0.000001625279,0.0001097202,0.9949803,0.00003658795,0.0000133907,0.0005091148,0.00407294,0.00005036148,0.00004937666,0.00001331961,0.00015937,0.000003876034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996215,0.0001478396,0.00001460595,0.00002718557,0.000002178343,0.00000373541,0.00002062245,6.230827e-7,0.0001616705],"genre_scores_gemma":[0.9997279,0.0001361318,0.00002113756,0.000009413034,0.000002971591,0.000003674656,0.00001830783,2.552545e-7,0.00008016354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005742224,"threshold_uncertainty_score":0.01141757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416899474","doi":"10.1186/s12982-025-01067-7","title":"Applying a multi-scalar framework for teaching about the catastrophic public health situation in Palestine and beyond","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Public health; Context (archaeology); Global health; Humanitarian crisis; Genocide; Perspective (graphical); International health; Component (thermodynamics)","authors":[{"name":"Amira Aker","is_ca":false},{"name":"Annalee Yassi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1489801440360078,"gpt":0.4702690874908849,"spread":0.321288943454877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008276567,0.00127586,0.0004511566,0.002385038,0.005892027,0.008042628,0.003060127,0.003312308,0.007551732],"category_scores_gemma":[0.007935434,0.0004637055,0.0007578217,0.001258698,0.01756496,0.007431372,0.0075177,0.007300476,0.001297574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009579732,"about_ca_system_score_gemma":0.01008657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004874999,"about_ca_topic_score_gemma":0.01091462,"domain_scores_codex":[0.9941545,0.004591037,0.0001344167,0.0003690193,0.0003918576,0.0003592794],"domain_scores_gemma":[0.9949799,0.003640262,0.0002182028,0.0002480034,0.0003124425,0.0006011805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003405875,0.0003957827,0.00172346,0.0007540014,0.00001047974,0.0008532287,0.1472114,0.00265447,0.001683529,0.759967,0.009383279,0.07532926],"study_design_scores_gemma":[0.00006466921,0.0002229528,0.001794742,0.002236897,0.0000239351,0.0008982032,0.1447659,0.0054987,0.002580243,0.457,0.3848373,0.00007648872],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08252236,0.003921932,0.5532874,0.07697795,0.001655161,0.002261375,0.0002669884,0.0008647238,0.2782421],"genre_scores_gemma":[0.55871,0.003068798,0.4060818,0.005256938,0.0002080604,0.002911853,0.0001546954,0.0001804085,0.02342733],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009579732,"threshold_uncertainty_score":0.06950617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416499049","doi":"10.1186/s12982-025-01131-2","title":"Exploring the challenges and impact of work-related shoulder disorders on North American firefighters: an interpretive description","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Lawson Health Research Institute; St Joseph's Health Care; Hand and Upper Limb Clinic; Western University","funders":"Canadian Institutes of Health Research","keywords":"Qualitative research; Perspective (graphical); Identification (biology); Process (computing); MEDLINE","authors":[{"name":"Temitope Osifeso","is_ca":true},{"name":"Joy C. MacDermid","is_ca":true},{"name":"Dorala Berinyuy","is_ca":true},{"name":"Mike Szekeres","is_ca":true},{"name":"Pulak Parikh","is_ca":true},{"name":"Kenneth J. Faber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1986906961845998,"gpt":0.4451503059205038,"spread":0.2464596097359039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0204063,0.001168667,0.0008266895,0.003672432,0.01034038,0.006589357,0.002520941,0.002146236,0.001639759],"category_scores_gemma":[0.02073716,0.0006910853,0.0007363019,0.002789262,0.01574568,0.005925359,0.006150892,0.003782226,0.0002899797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007072221,"about_ca_system_score_gemma":0.008658692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01679341,"about_ca_topic_score_gemma":0.02700316,"domain_scores_codex":[0.9886395,0.008791132,0.0006692611,0.000520023,0.0007235741,0.000656394],"domain_scores_gemma":[0.9849958,0.01142739,0.001150282,0.0004373216,0.001542486,0.0004467366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009655795,0.00001015873,0.002353228,0.0002990162,0.000004504666,0.000803893,0.9916489,0.00002391953,0.0003085689,0.001789345,0.0005986042,0.002150219],"study_design_scores_gemma":[0.000001457843,0.000011294,0.00139697,0.0005325363,0.000005032265,0.0003791312,0.9904897,0.00004444884,0.00007475801,0.0006340288,0.006422903,0.000007712935],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9040353,0.01232249,0.01468125,0.03944699,0.001170076,0.001823822,0.0006397411,0.0000645969,0.0258156],"genre_scores_gemma":[0.9695956,0.00910392,0.008604167,0.006370537,0.0002530326,0.002182367,0.0002038407,0.00005900409,0.003627594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0204063,"threshold_uncertainty_score":0.1079202,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410078184","doi":"10.1186/s12982-025-00567-w","title":"Unveiling breastfeeding knowledge among Muslim women in Qatar: an exploratory study","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Breastfeeding; Exploratory research; Psychology; Traditional medicine; Medicine; Sociology; Pediatrics; Anthropology","authors":[{"name":"Nabila Chaabna","is_ca":false},{"name":"Ziyad Mahfoud","is_ca":false},{"name":"Nicole Letourneau","is_ca":true},{"name":"Daniel Forgrave","is_ca":false},{"name":"Deborah White","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05519201999921176,"gpt":0.370860315366908,"spread":0.3156682953676962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001884901,0.0003703767,0.0004951676,0.0009614872,0.001841995,0.0006702039,0.000380033,0.0006734244,0.002153781],"category_scores_gemma":[0.001816026,0.0003969663,0.0005238436,0.0006275953,0.000622318,0.0007454637,0.0008265186,0.0006502235,0.0004365112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007772597,"about_ca_system_score_gemma":0.001370147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007403431,"about_ca_topic_score_gemma":0.01084841,"domain_scores_codex":[0.9994979,0.0001862143,0.00003381429,0.00004816883,0.00007935716,0.000154515],"domain_scores_gemma":[0.9992018,0.0003061207,0.0001357721,0.00003814276,0.0001691425,0.0001490182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004332206,0.00304249,0.7911363,0.0007552944,0.00007939719,0.003403395,0.1603592,0.0001210307,0.004009847,0.0004226289,0.0009881014,0.03524913],"study_design_scores_gemma":[0.00006298789,0.004723961,0.7272882,0.0004322211,0.0001389617,0.002784159,0.2582164,0.0007094083,0.0007917939,0.0003159418,0.004477061,0.00005892236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992647,0.0001210917,0.00005884953,0.000103716,0.000003429294,0.00006890984,0.0000527717,0.000001107012,0.0003254823],"genre_scores_gemma":[0.9982671,0.0004427922,0.0003108366,0.0002821113,0.00001367978,0.0001155111,0.00009495761,0.000001414849,0.0004715843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007403431,"threshold_uncertainty_score":0.01472068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402804249","doi":"10.1186/s12982-024-00210-0","title":"A reflection on ethical and methodological challenges encountered during a critical ethnographic study with various Rwandan society members on unintended adolescent pregnancies","year":2024,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; Public Health Ontario; University of Toronto; Western University","funders":"","keywords":"Ethnography; Critical reflection; Unintended consequences; Reflection (computer programming); Critical ethnography; Sociology; Gender studies; Psychology; Developmental psychology; Political science; Anthropology; Pedagogy; Law","authors":[{"name":"Jean Pierre Ndayisenga","is_ca":true},{"name":"Abe Oudshoorn","is_ca":true},{"name":"Donatilla Mukamana","is_ca":false},{"name":"Yolanda Babenko‐Mould","is_ca":true},{"name":"Kimberley T. Jackson","is_ca":true},{"name":"Michaela Hynie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2173700949957703,"gpt":0.4564044687878242,"spread":0.2390343737920539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1340028,0.002345961,0.001645227,0.002516863,0.02838481,0.01743979,0.00489681,0.009260262,0.002278042],"category_scores_gemma":[0.1452472,0.002008361,0.001444933,0.00247588,0.04255291,0.0161495,0.01761289,0.02423335,0.0007584817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009606312,"about_ca_system_score_gemma":0.01270223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006604941,"about_ca_topic_score_gemma":0.01357212,"domain_scores_codex":[0.7565739,0.223896,0.004495289,0.003391356,0.006322351,0.005321149],"domain_scores_gemma":[0.7559296,0.2077332,0.009427075,0.008815126,0.01192298,0.006171982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002313348,0.00002963398,0.0005429874,0.000237362,0.00000909589,0.001663435,0.9849597,0.00005353442,0.001016073,0.004702686,0.002711678,0.00405075],"study_design_scores_gemma":[0.00001353243,0.00006791163,0.0006088445,0.001177283,0.00001472586,0.002135508,0.9355073,0.0001523991,0.0007915462,0.005168539,0.05431072,0.0000516877],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3806792,0.01172487,0.1019629,0.4655319,0.01023728,0.003803995,0.0002425045,0.0003091975,0.02550806],"genre_scores_gemma":[0.8343952,0.009135417,0.06462815,0.07446842,0.002057027,0.007305783,0.00006061063,0.0003728339,0.007576553],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1340028,"threshold_uncertainty_score":0.7086832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416892475","doi":"10.1186/s12982-025-01182-5","title":"Epidemiological trends of tuberculosis in Abbottabad and Mansehra, northern Pakistan: a retrospective study (2015–2022)","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Epidemiology; Tuberculosis; Incidence (geometry); Retrospective cohort study; Disease; Quarter (Canadian coin); Health care; Extrapulmonary tuberculosis","authors":[{"name":"Sadia Syed","is_ca":false},{"name":"Qurat Ul Ain","is_ca":false},{"name":"Atta Ur Rehman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04192395707923083,"gpt":0.4090697601640456,"spread":0.3671458030848148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004495181,0.0003627676,0.000317332,0.001477178,0.0006777805,0.0006270046,0.0003253065,0.000360333,0.001122248],"category_scores_gemma":[0.0005926733,0.0004756257,0.0003179983,0.001958435,0.0003944006,0.0007187493,0.0006102334,0.0004202144,0.0003419924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000686736,"about_ca_system_score_gemma":0.000921629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02105281,"about_ca_topic_score_gemma":0.02608634,"domain_scores_codex":[0.9995691,0.00005204562,0.00006990544,0.00009760555,0.0001012029,0.0001101184],"domain_scores_gemma":[0.999371,0.00004051717,0.0003162842,0.00003006407,0.0001072404,0.0001349675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003431148,0.00002749047,0.9983703,0.00002274452,0.00001427102,0.0001934791,0.0001883652,0.00002102529,0.0001318197,0.000007258945,0.0001104794,0.0008783684],"study_design_scores_gemma":[0.000001906951,0.00007835664,0.9983145,0.00001255751,0.000008361645,0.0005995669,0.0006779236,0.0000374304,0.00003353953,0.000004101575,0.0002279088,0.000003885245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982055,0.0002488217,0.0000461277,0.00003558518,0.000004700181,0.0000230691,0.001082536,0.000003670954,0.0003499619],"genre_scores_gemma":[0.9981682,0.0003808596,0.0000900874,0.00004065831,0.0000124064,0.00003208959,0.001118018,0.000001170987,0.0001564822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02105281,"threshold_uncertainty_score":0.04186052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415151071","doi":"10.1186/s12982-025-00974-z","title":"Limited integration of one health and antimicrobial resistance within biodiversity strategies","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Biodiversity; Antibiotic resistance; Resistance (ecology); Global biodiversity; Variety (cybernetics); One Health; Perspective (graphical)","authors":[{"name":"Carly Ching","is_ca":false},{"name":"Muhammad H. Zaman","is_ca":false},{"name":"Veronika J. Wirtz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05112649417130423,"gpt":0.3084855670060881,"spread":0.2573590728347839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04455705,0.0007532423,0.0008785224,0.004439536,0.004411493,0.02038603,0.004310679,0.004081095,0.00790138],"category_scores_gemma":[0.05158537,0.000487729,0.0007207161,0.004038325,0.01061192,0.0112025,0.01242577,0.006175409,0.000985957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02670115,"about_ca_system_score_gemma":0.1006935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0662564,"about_ca_topic_score_gemma":0.1409499,"domain_scores_codex":[0.9590593,0.01475803,0.001820522,0.001561298,0.0188501,0.003950677],"domain_scores_gemma":[0.9350073,0.02822746,0.005522428,0.003977166,0.02083365,0.00643201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005497748,0.0001679947,0.00480401,0.004450559,0.000069799,0.0002563904,0.01622138,0.00167626,0.001167577,0.4109915,0.06117526,0.4989643],"study_design_scores_gemma":[0.00002315456,0.0001422784,0.008841915,0.01171912,0.00007402489,0.000189018,0.02081349,0.0006478712,0.001067629,0.07255601,0.8838203,0.0001052098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02357378,0.1169606,0.0147132,0.5486348,0.002667849,0.0004054491,0.0004986266,0.0003116563,0.2922341],"genre_scores_gemma":[0.653782,0.1475064,0.06979485,0.0867613,0.001921185,0.0008180309,0.000625156,0.0003809714,0.03841006],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0662564,"threshold_uncertainty_score":0.235643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417033173","doi":"10.1186/s12982-026-01918-x","title":"Sociodemographic, functional disability and severe illness predict extreme fatigue among older adults in Ghana","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Psychological intervention; Ethnic group; Odds; Descriptive statistics; Residence; Activities of daily living; Logistic regression; Odds ratio; Health and Retirement Study","authors":[{"name":"Adamu Ramatu","is_ca":false},{"name":"Daniel Amakye","is_ca":false},{"name":"Prempeh Agyemang Emmanuel","is_ca":false},{"name":"Michael Peprah","is_ca":false},{"name":"Barbara Nhyira Dadson","is_ca":false},{"name":"Prince Peprah","is_ca":false},{"name":"Williams Agyemang‐Duah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03926605578079995,"gpt":0.312048507669252,"spread":0.272782451888452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003992414,0.0001825933,0.0002158568,0.0004421432,0.000242744,0.0003602013,0.0001895946,0.0002793981,0.00376206],"category_scores_gemma":[0.002292057,0.0001380861,0.0002929606,0.000662062,0.0001416433,0.0004464994,0.0003846909,0.0003492989,0.000239752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596103,"about_ca_system_score_gemma":0.0002804256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01276905,"about_ca_topic_score_gemma":0.02180408,"domain_scores_codex":[0.9998333,0.0000546528,0.00003247711,0.00002496845,0.00002220766,0.00003239822],"domain_scores_gemma":[0.9988958,0.0001552038,0.0006788782,0.00002232854,0.0000767727,0.0001710543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003123314,0.00002029882,0.9981118,0.00003898249,0.00001643093,0.00004073088,0.0001605771,0.00001452451,0.00005166577,0.000008305481,0.0002755896,0.001229764],"study_design_scores_gemma":[0.000002851046,0.00001934366,0.9993497,0.0000470257,0.000008522943,0.00006796408,0.0002844165,0.0000402877,0.000006575314,0.000009681386,0.0001624663,0.000001223677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973442,0.0008906086,0.00004537367,0.0003864319,0.0000118751,0.0000175492,0.0008867787,0.000002279666,0.0004149713],"genre_scores_gemma":[0.9990979,0.0003676008,0.00005640887,0.0000606062,0.0000126579,0.0000116941,0.000293503,7.75293e-7,0.00009883774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01276905,"threshold_uncertainty_score":0.02538943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117652231","doi":"10.1186/s12982-025-01317-8","title":"Equity-informed strategies to promote COVID-19 vaccination uptake undertaken by public health units in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Public Health Ontario; Women and Children’s Health Research Institute; Alberta Health","funders":"Canadian Institutes of Health Research; Women and Children's Health Research Institute; Children's Health Research Institute","keywords":"Public health; Vaccination; Government (linguistics); Population; Health promotion","authors":[{"name":"Ana Paula Belon","is_ca":true},{"name":"Naomi Schwartz","is_ca":true},{"name":"Stephen Hunter","is_ca":true},{"name":"Candace I. J. Nykiforuk","is_ca":true},{"name":"Brendan T. Smith","is_ca":true},{"name":"Roman Pabayo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.107276276734421,"gpt":0.3927100105876952,"spread":0.2854337338532743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003417771,0.000264288,0.000301488,0.0008819885,0.006936063,0.002007694,0.001579476,0.0004971881,0.001944664],"category_scores_gemma":[0.007919035,0.0003507752,0.0003077037,0.001927478,0.002154951,0.001076922,0.003120068,0.000656092,0.00009176083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1144963,"about_ca_system_score_gemma":0.1732401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9913163,"about_ca_topic_score_gemma":0.9954957,"domain_scores_codex":[0.9966325,0.0008396613,0.000112221,0.0002053689,0.0006490906,0.001561191],"domain_scores_gemma":[0.9941809,0.0008912365,0.0007411274,0.0001313651,0.001694629,0.00236083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003206957,0.0004097175,0.6140262,0.00111505,0.00007120002,0.0009199397,0.2468811,0.001184026,0.002093748,0.003905177,0.007403343,0.1216698],"study_design_scores_gemma":[0.00005570478,0.0003558606,0.7158273,0.0007543979,0.00005986175,0.00008196822,0.2502219,0.001051653,0.0005373996,0.0004410868,0.0305466,0.00006634564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834464,0.001187966,0.0003840849,0.003873527,0.00002400945,0.0003976666,0.0002860547,0.00002598919,0.01037428],"genre_scores_gemma":[0.9969049,0.0005009042,0.0005634352,0.0003955829,0.000004836748,0.00009434247,0.00008076291,0.000004061655,0.001451035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1144963,"threshold_uncertainty_score":0.8307324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415963887","doi":"10.1186/s12982-025-01038-y","title":"A mixed methods exploration of the lifestyle drift concept to support the development of measurement tools","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; Government of New Brunswick; Carleton University; University of New Brunswick; Ottawa Public Health; Royal Ottawa Mental Health Centre; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Upstream (networking); Context (archaeology); Development (topology); Data collection; Field (mathematics)","authors":[{"name":"Tanya Halsall","is_ca":true},{"name":"Amanda Bellefeuille","is_ca":true},{"name":"Melanie Cormier","is_ca":true},{"name":"Ali Bannay","is_ca":true},{"name":"Julia Hews‐Girard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2921936289385377,"gpt":0.4396453654926556,"spread":0.1474517365541179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1234355,0.001146246,0.001232905,0.008117135,0.005325563,0.006370672,0.002974593,0.001657128,0.009019342],"category_scores_gemma":[0.08840487,0.0009949238,0.001853173,0.009025682,0.003983569,0.00345838,0.006990063,0.002131886,0.0008000775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00757142,"about_ca_system_score_gemma":0.01901674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006669279,"about_ca_topic_score_gemma":0.01696589,"domain_scores_codex":[0.8910463,0.09522116,0.004437999,0.002217148,0.00573664,0.001340628],"domain_scores_gemma":[0.8834558,0.09424648,0.004584982,0.005020388,0.01174192,0.0009505188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005229604,0.00151283,0.01580998,0.01467546,0.0002591271,0.001196554,0.367667,0.002280093,0.004045523,0.1072991,0.009190476,0.4755408],"study_design_scores_gemma":[0.001208235,0.004867733,0.03187303,0.02751798,0.0005653166,0.0009602861,0.5328166,0.01638656,0.008328738,0.1073282,0.2677628,0.0003844699],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1264088,0.003220349,0.6098667,0.004755597,0.0004373649,0.2244612,0.003850667,0.0004183132,0.02658112],"genre_scores_gemma":[0.1029513,0.0009182368,0.5615991,0.001084854,0.00004248448,0.3309719,0.0004075926,0.00007371105,0.001950902],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1234355,"threshold_uncertainty_score":0.6527973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411530809","doi":"10.1186/s12982-025-00755-8","title":"Spatial clustering between socioeconomic inequalities and COVID-19 mortality rate in Africa","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Socioeconomic status; Geography; Inequality; Mortality rate; Cluster analysis; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Demography; Medicine; Statistics; Sociology; Virology; Population; Mathematics; Outbreak","authors":[{"name":"Ropo Ebenezer Ogunsakin","is_ca":true},{"name":"Johnson Adedeji Olusola","is_ca":false},{"name":"Kemi Funlayo Akeju","is_ca":false},{"name":"Adigun Abimbola","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4361710166152688,"gpt":0.4844208156561699,"spread":0.0482497990409011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008532051,0.0001346261,0.0002017636,0.001433971,0.000348573,0.0005581736,0.0002254868,0.0001760312,0.001148914],"category_scores_gemma":[0.006033259,0.0001066484,0.0002998933,0.002613652,0.0004015564,0.0004792139,0.0007952668,0.0002664771,0.00008277108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005378092,"about_ca_system_score_gemma":0.0004419768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01758573,"about_ca_topic_score_gemma":0.01636374,"domain_scores_codex":[0.9991798,0.0003895766,0.00006853155,0.0001260735,0.00009020657,0.0001458902],"domain_scores_gemma":[0.9979416,0.0006748826,0.0008966213,0.0001669931,0.0002145175,0.0001054797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003529369,0.00001037867,0.9930537,0.0000259456,0.00007410553,0.0001137179,0.0004674863,0.0007055669,0.0001066125,0.0008056428,0.0001267001,0.004474784],"study_design_scores_gemma":[0.00000123947,0.00001847961,0.9955007,0.00003350319,0.00002658122,0.0001365654,0.001482897,0.001860946,0.00006296976,0.0004366872,0.0004341977,0.000005064916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973013,0.000520196,0.0006131831,0.0001823458,0.000004759005,0.000008298918,0.0003151443,0.000003070793,0.001051771],"genre_scores_gemma":[0.999566,0.0001346261,0.0001453627,0.000004840308,0.000002970656,0.000003154208,0.00009761604,6.15723e-7,0.00004483006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01758573,"threshold_uncertainty_score":0.03496671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404141491","doi":"10.1186/s12982-024-00303-w","title":"Joy, adaptation, and agency in the resilience narratives of primary caregivers during the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Children’s Health Research Institute; Western University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Resilience (materials science); Adaptation (eye); Narrative; Agency (philosophy); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychological resilience; Psychology; Political science; Sociology; Medicine; Social psychology; Virology; Neuroscience; Social science; Linguistics; Philosophy","authors":[{"name":"Tara Mantler","is_ca":true},{"name":"Shauna M. Burke","is_ca":true},{"name":"Cara A. Davidson","is_ca":true},{"name":"Julia Yates","is_ca":true},{"name":"Treena Orchard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0992307994383948,"gpt":0.4114073374826017,"spread":0.3121765380442069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008782956,0.0007948959,0.0009164049,0.001379516,0.01676139,0.006518234,0.001171133,0.001831888,0.002653918],"category_scores_gemma":[0.01828079,0.0007181602,0.0004821304,0.001206868,0.02021602,0.006478809,0.009846397,0.004636266,0.0002812878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005792654,"about_ca_system_score_gemma":0.005944915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01863701,"about_ca_topic_score_gemma":0.02743805,"domain_scores_codex":[0.9926589,0.005461555,0.0001739451,0.000260269,0.0003952749,0.001050096],"domain_scores_gemma":[0.990123,0.00678445,0.0007511969,0.0002759471,0.0006504707,0.001415026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002360541,0.000007119348,0.001344575,0.00007070028,0.000003399068,0.0007107721,0.9943505,0.00002176458,0.0001058441,0.001616945,0.0005136364,0.001231133],"study_design_scores_gemma":[0.00000201095,0.00001167039,0.000795071,0.0001245465,0.000003469865,0.0003196791,0.9930739,0.00002147912,0.00005847586,0.0005040374,0.005076107,0.00000950895],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719834,0.003639956,0.001525006,0.009942341,0.0002267926,0.00006224906,0.00008893989,0.00002338421,0.01250788],"genre_scores_gemma":[0.9969657,0.001248646,0.0002404164,0.0006000368,0.00002571112,0.00003586903,0.00001590295,0.00001232483,0.0008553917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01863701,"threshold_uncertainty_score":0.04644924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411313702","doi":"10.1186/s12982-025-00742-z","title":"Cognitive function and shift work among healthcare professionals in India: Findings from the SNORE study","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cognition; Work (physics); Health care; Health professionals; Function (biology); Shift work; Psychology; Medicine; Psychiatry; Political science; Engineering","authors":[{"name":"A. Y. Nirupama","is_ca":false},{"name":"Vinoth Gnana Chellaiyan","is_ca":false},{"name":"Winnie Paulson","is_ca":false},{"name":"Amatullah Sana Qadeer","is_ca":false},{"name":"G Ravivarman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03379612670388483,"gpt":0.3602442441274007,"spread":0.3264481174235159,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005420445,0.0002027949,0.0002664598,0.001199021,0.0005484332,0.0006762175,0.0004272588,0.0003640869,0.0007994305],"category_scores_gemma":[0.001389857,0.0002167415,0.0004554622,0.001945064,0.0003791467,0.0002802668,0.0007936542,0.000449787,0.0001684978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000409425,"about_ca_system_score_gemma":0.0008828932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03533163,"about_ca_topic_score_gemma":0.04819701,"domain_scores_codex":[0.9994229,0.0001341917,0.00007438817,0.0000793509,0.0001409106,0.0001482831],"domain_scores_gemma":[0.9988662,0.000192568,0.0004733576,0.00006336209,0.0001524536,0.0002522028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001784924,0.00002360177,0.9987975,0.00001587779,0.00001768628,0.00005373918,0.0004151304,0.000005316826,0.00004275853,0.000004732908,0.00003969529,0.0005660356],"study_design_scores_gemma":[9.117906e-7,0.00002213465,0.9989435,0.000008672279,0.000007825613,0.00006536277,0.0008919079,0.00001049023,0.000008039287,0.000003124693,0.00003669419,0.000001370828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992607,0.0001651282,0.00001670371,0.00004267339,0.000002935962,0.000007167289,0.000200048,7.989511e-7,0.0003037876],"genre_scores_gemma":[0.9996008,0.0001364305,0.00002273907,0.00003743047,0.000006151068,0.000007039306,0.000133332,5.096795e-7,0.00005554915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03533163,"threshold_uncertainty_score":0.07025194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403289769","doi":"10.1186/s12982-024-00245-3","title":"Efficient detection of data entry errors in large-scale public health surveys: an unsupervised machine learning approach","year":2024,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Artificial Intelligence in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Ministry of Labour","funders":"Ministry of Health and Family Welfare; Indian Council of Medical Research","keywords":"Scale (ratio); Computer science; Unsupervised learning; Machine learning; Public health; Artificial intelligence; Data science; Medicine; Geography; Cartography; Nursing","authors":[{"name":"Arkaprabha Sau","is_ca":true},{"name":"Santanu Phadikar","is_ca":false},{"name":"Ishita Bhakta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2832986354967932,"gpt":0.467259722435846,"spread":0.1839610869390528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007913313,0.0008297801,0.001280328,0.003193547,0.0008042012,0.001470653,0.002070729,0.001077699,0.0002860721],"category_scores_gemma":[0.02955508,0.0004229483,0.000865687,0.002372531,0.0007612258,0.001568025,0.001314107,0.001488966,0.0003360049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009126654,"about_ca_system_score_gemma":0.002648597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008278782,"about_ca_topic_score_gemma":0.009349479,"domain_scores_codex":[0.9937788,0.002776915,0.0007193806,0.001344553,0.001091715,0.000288678],"domain_scores_gemma":[0.9705404,0.01682404,0.004443567,0.003261822,0.004607255,0.0003228431],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005098152,0.0007929985,0.1256865,0.0004886917,0.0004967635,0.0002469633,0.0007600811,0.1659983,0.007328727,0.004805895,0.005738926,0.6871462],"study_design_scores_gemma":[0.00002057015,0.0001051977,0.01615821,0.00005550413,0.00003890279,0.0001369701,0.0002705338,0.9690107,0.005217732,0.007306363,0.001640316,0.00003898479],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1047035,0.0003751011,0.8896248,0.0005661594,0.00005984894,0.00037839,0.0006574684,0.002808331,0.0008264175],"genre_scores_gemma":[0.5905001,0.0001681421,0.4063285,0.0002124835,0.00006914476,0.0002917997,0.001785211,0.00009509436,0.0005496438],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9920867,"threshold_uncertainty_score":0.04185009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410159864","doi":"10.1186/s12982-025-00604-8","title":"Addressing homelessness among people with mental illness in Ghana: suggestions from Nsawam residents","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mental illness; Psychology; Psychiatry; Mental health; Gerontology; Medicine","authors":[{"name":"George Ofosu Oti","is_ca":false},{"name":"Kwamina Abekah‐Carter","is_ca":true},{"name":"Joyce Dede Lartey","is_ca":false},{"name":"Margaret Amenuke-Edusei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06230602384876625,"gpt":0.4113880610236268,"spread":0.3490820371748605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006341538,0.0005253034,0.0005345517,0.0005981897,0.007961136,0.002282131,0.00114859,0.002622165,0.002270191],"category_scores_gemma":[0.008255376,0.0004265694,0.0004130091,0.0007884447,0.005415911,0.002572627,0.003962722,0.003273921,0.0002037321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00237898,"about_ca_system_score_gemma":0.007287238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01248387,"about_ca_topic_score_gemma":0.03326622,"domain_scores_codex":[0.9969507,0.002407684,0.0000880541,0.00005818173,0.0001130465,0.0003822832],"domain_scores_gemma":[0.9943987,0.003109059,0.0005539292,0.00008469295,0.0004729434,0.001380597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003168347,0.00008676987,0.00740175,0.0005526507,0.000006162521,0.003142757,0.972331,0.00002427621,0.0009142313,0.00058687,0.002634063,0.01228777],"study_design_scores_gemma":[0.000006247355,0.00007797224,0.001697218,0.000281183,0.000005411082,0.0003760001,0.9911874,0.00001487091,0.00006672475,0.000137381,0.006142952,0.00000669021],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9000699,0.007493953,0.0005652491,0.08596581,0.0005526672,0.000256111,0.00003777731,0.00002267271,0.005035897],"genre_scores_gemma":[0.9719778,0.01094302,0.001793422,0.01160276,0.0002019212,0.0001896613,0.00002636947,0.000012089,0.003252802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01248387,"threshold_uncertainty_score":0.03353763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415966697","doi":"10.1186/s12982-025-01070-y","title":"The examination of the spatial and contextual disparities of determinant factors of adult obesity among communities in Chicago","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Red River College","funders":"Argonne National Laboratory; Chicago State University; California Department of Public Health; U.S. Children's Bureau; U.S. Department of Energy","keywords":"Obesity; Public health; Psychological intervention; Unemployment; White (mutation); Public policy; Behavioral Risk Factor Surveillance System; Public health policy","authors":[{"name":"Tekleab Gala","is_ca":false},{"name":"R. Sajna","is_ca":false},{"name":"Jo‐Ann V. Sawatzky","is_ca":true},{"name":"Philip Garrison","is_ca":false},{"name":"Amisha Bhattarai","is_ca":false},{"name":"Dejene Seyoum","is_ca":false},{"name":"Shirjel Alam","is_ca":false},{"name":"Matthias Pawlowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02770899485597182,"gpt":0.3019350545404528,"spread":0.274226059684481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005347517,0.0001110291,0.0001395565,0.001201248,0.0006894637,0.0006542728,0.0001861352,0.0001659259,0.0008849815],"category_scores_gemma":[0.001627193,0.00008800542,0.0001480917,0.001585433,0.0004669248,0.000317629,0.0009299009,0.00019938,0.00004109313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004774093,"about_ca_system_score_gemma":0.001157843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04343308,"about_ca_topic_score_gemma":0.117051,"domain_scores_codex":[0.9996427,0.0001450526,0.00002181346,0.00005198486,0.00006076058,0.00007764544],"domain_scores_gemma":[0.9991867,0.0002358136,0.0002436579,0.00004977108,0.0001295421,0.0001544258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004130099,0.00003289236,0.9950982,0.00001386054,0.00002695597,0.00003427347,0.0009572192,0.00009561179,0.0002094413,0.0002038975,0.0001025996,0.003183768],"study_design_scores_gemma":[0.000001270967,0.00003062552,0.9962068,0.00001112602,0.00001210353,0.00003328585,0.003128903,0.0001978557,0.00004367126,0.0001028607,0.0002287296,0.000002895969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992735,0.00007210804,0.00007103325,0.00004321771,0.000002112758,0.000003713915,0.00007438698,0.000001387474,0.0004584447],"genre_scores_gemma":[0.9997788,0.00003368432,0.00006847958,0.000008452443,0.000002708254,0.000004492583,0.00005903455,5.151054e-7,0.00004370451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04343308,"threshold_uncertainty_score":0.08636051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417245269","doi":"10.1186/s12982-025-01179-0","title":"Suicidal ideation and suicide attempts among adolescents in Canada based on the 2023 Canadian Health Survey on Children and Youth","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Suicidal ideation; Mental health; Suicide prevention; Context (archaeology); Poison control; Logistic regression; Injury prevention; Odds","authors":[{"name":"Li Liu","is_ca":true},{"name":"Gisèle Contreras","is_ca":true},{"name":"Wendy Thompson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04428699423119468,"gpt":0.3093957111940273,"spread":0.2651087169628326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001003773,0.0004947126,0.0005001616,0.003026102,0.002312702,0.001035629,0.00131675,0.0003861306,0.002311979],"category_scores_gemma":[0.001728102,0.0004149681,0.00131997,0.006231622,0.0004645581,0.000359495,0.0009519146,0.0009574663,0.0002911174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02773407,"about_ca_system_score_gemma":0.03764281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997438,"about_ca_topic_score_gemma":0.9984535,"domain_scores_codex":[0.9989773,0.00006009244,0.00008056979,0.00009791414,0.0004319812,0.0003521208],"domain_scores_gemma":[0.9973934,0.0000701264,0.0004383881,0.00004707004,0.001439291,0.0006117487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002775759,0.00001964327,0.9931489,0.00008723196,0.00006322223,0.00004130161,0.0003990985,0.0000628669,0.00004921856,0.00009025868,0.003310862,0.002699685],"study_design_scores_gemma":[0.000004215631,0.000007265351,0.9979362,0.00006293718,0.00002399688,0.0000263332,0.0006498771,0.0001020752,0.00002765919,0.00001077056,0.001141878,0.000006683051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8978642,0.003929434,0.0002673769,0.001321876,0.00007073062,0.0002654102,0.08834291,0.00005336869,0.007884716],"genre_scores_gemma":[0.9732132,0.002218787,0.0005460698,0.0002347181,0.00001628538,0.0001386921,0.0219875,0.0000136827,0.001631199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02773407,"threshold_uncertainty_score":0.2012257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412366971","doi":"10.1186/s12982-025-00806-0","title":"Fit-for-purpose solutions beyond supervised injection offer the next stage of harm reduction for the US drug epidemic","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Harm reduction; Reduction (mathematics); Harm; Drug; Risk analysis (engineering); Medicine; Computer science; Intensive care medicine; Pharmacology; Virology; Political science; Mathematics; Law; Human immunodeficiency virus (HIV)","authors":[{"name":"H Bard","is_ca":false},{"name":"Avik Chatterjee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1485816309448812,"gpt":0.4011574445799744,"spread":0.2525758136350932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004198734,0.0006302155,0.0004403157,0.000754097,0.001815366,0.005186924,0.001536203,0.003860062,0.03455393],"category_scores_gemma":[0.00836491,0.0002685871,0.001512394,0.0005817342,0.002359664,0.006234788,0.005800794,0.004503424,0.00621557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396845,"about_ca_system_score_gemma":0.007039649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002532884,"about_ca_topic_score_gemma":0.008031045,"domain_scores_codex":[0.9974221,0.001129059,0.0001027348,0.0001665173,0.0006666855,0.0005129567],"domain_scores_gemma":[0.9948249,0.001272559,0.0005907289,0.0006265416,0.0007703199,0.00191499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002069183,0.00243257,0.01389104,0.001172117,0.0001244374,0.0004921537,0.00160903,0.001366868,0.002945206,0.1157351,0.1333783,0.7266462],"study_design_scores_gemma":[0.0001197112,0.001460986,0.02056239,0.002697442,0.0001137092,0.001275249,0.004870724,0.00290388,0.002607743,0.124093,0.8391814,0.0001136803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07663441,0.02994949,0.09295718,0.5783662,0.004197933,0.001132359,0.0008677319,0.003385461,0.2125093],"genre_scores_gemma":[0.575408,0.03647487,0.1663396,0.1531024,0.002694767,0.0009568115,0.001034214,0.00054038,0.06344889],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03455393,"threshold_uncertainty_score":0.1155944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403788597","doi":"10.1186/s12982-024-00287-7","title":"The use of imaging studies and its association with surgical delays, costs and complications in patients with acute appendicitis: a population-based study in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University; Kingston Health Sciences Centre","funders":"Queen's University","keywords":"Appendicitis; Medicine; Acute appendicitis; Association (psychology); General surgery; Population; Surgery; Intensive care medicine; Environmental health; Psychology","authors":[{"name":"Sunil V. Patel","is_ca":true},{"name":"James Ahlin","is_ca":true},{"name":"Kelly Brennan","is_ca":true},{"name":"Sulaiman Nanji","is_ca":true},{"name":"Shaila J. Merchant","is_ca":true},{"name":"Katherine Lajkosz","is_ca":true},{"name":"Susan B. Brogly","is_ca":true},{"name":"Patti A. Groome","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03549750279563259,"gpt":0.3046477466901638,"spread":0.2691502438945312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006733359,0.0002534392,0.0004201423,0.00136702,0.001336929,0.001220669,0.001005473,0.0004630673,0.001369634],"category_scores_gemma":[0.004281047,0.0004578887,0.000621216,0.00399945,0.0008343307,0.0005595183,0.0008861569,0.0007085365,0.0001040867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01528525,"about_ca_system_score_gemma":0.0131962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9595162,"about_ca_topic_score_gemma":0.9685408,"domain_scores_codex":[0.9984627,0.0001168161,0.0002129137,0.0001940951,0.000684168,0.0003293178],"domain_scores_gemma":[0.9951244,0.0003450481,0.002364367,0.000142048,0.001218663,0.0008054947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001850784,0.000008573044,0.9990694,0.00001517097,0.00002603659,0.00003025238,0.0001291253,0.00002277384,0.00003939616,0.00001210118,0.000144724,0.0004839913],"study_design_scores_gemma":[0.000003664645,0.0000135751,0.9992383,0.00001801699,0.00001350645,0.00006483535,0.0003391569,0.0001257343,0.00001159955,0.000007643168,0.0001594819,0.000004553845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957212,0.0009396264,0.00008015339,0.0003269124,0.00000800148,0.00003513527,0.001855448,0.000005774308,0.00102767],"genre_scores_gemma":[0.9987991,0.0004271394,0.00007226741,0.00006690027,0.00000636235,0.000009428499,0.0004455195,0.000001933904,0.0001713073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04048377,"threshold_uncertainty_score":0.1109027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}