{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":19,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":19,"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":"4b986df578fc","filters":{"venue":"Medwave"}},"results":[{"id":"W4308653736","doi":"10.5867/medwave.2022.10.2649","title":"Obesity in adults: Clinical practice guideline adapted for Chile","year":2022,"lang":"en","type":"review","venue":"Medwave","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Guideline; Medicine; Obesity; Weight management; Clinical Practice; Health care; Management of obesity; Weight loss; MEDLINE; Systematic review; Family medicine; Nursing; Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.128072168493209,"gpt":0.4443202556151447,"spread":0.3162480871219356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01395696,0.001191003,0.002037351,0.00801213,0.000827437,0.002294721,0.00273149,0.00347411,0.00574851],"category_scores_gemma":[0.038933,0.0008173033,0.003215601,0.006556514,0.0008381911,0.00172213,0.001975315,0.004708386,0.002188374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0090197,"about_ca_system_score_gemma":0.04642308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07622278,"about_ca_topic_score_gemma":0.1089757,"domain_scores_codex":[0.989593,0.003237935,0.00362822,0.0003942689,0.002790157,0.0003562674],"domain_scores_gemma":[0.9763961,0.004867603,0.002411415,0.0004511205,0.01525763,0.0006162012],"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":[0.0001868144,0.0001658503,0.003175316,0.139368,0.0008222265,0.0007733979,0.001204821,0.0009759619,0.001298039,0.005695714,0.4729985,0.3733354],"study_design_scores_gemma":[0.0006352656,0.00009935505,0.00828637,0.1831737,0.001587625,0.0006167181,0.000630649,0.0005998852,0.0005139425,0.003072698,0.8006568,0.0001270526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006068066,0.5560057,0.0245088,0.2356213,0.01817263,0.04299947,0.03607541,0.0009885915,0.07956003],"genre_scores_gemma":[0.03125255,0.5788453,0.2371044,0.06289574,0.002360396,0.03155366,0.03256621,0.0001873385,0.02323433],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07622278,"threshold_uncertainty_score":0.1515582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280615611","doi":"10.5867/medwave.2022.04.002511","title":"Impact of COVID-19 outbreak in knee arthroplasty in Chile: a cross-sectional, national registry-based analysis","year":2022,"lang":"en","type":"review","venue":"Medwave","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Medicine; Arthroplasty; Incidence (geometry); Cross-sectional study; Total knee arthroplasty; Unicompartmental knee arthroplasty; Public health; Workload; Knee replacement; Physical therapy; Coronavirus disease 2019 (COVID-19); Osteoarthritis; Emergency medicine; Surgery; Internal medicine; Alternative medicine","authors":[{"name":"Maximiliano Barahona","is_ca":true},{"name":"Álvaro Martínez","is_ca":true},{"name":"Macarena Barahona","is_ca":true},{"name":"Marcela Ramírez","is_ca":true},{"name":"Cristián Barrientos","is_ca":true},{"name":"C Infante","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1755662129179082,"gpt":0.5006057153379508,"spread":0.3250395024200426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001949775,0.0003168849,0.000396339,0.001516205,0.0003115337,0.001092618,0.0007385704,0.0005186858,0.002421728],"category_scores_gemma":[0.004457914,0.0003666539,0.001166576,0.001613905,0.0003005496,0.0007140379,0.0009630522,0.000547299,0.0002597098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001693009,"about_ca_system_score_gemma":0.001811793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04210174,"about_ca_topic_score_gemma":0.02411232,"domain_scores_codex":[0.9990315,0.0003397145,0.0001616753,0.0002041436,0.0001142809,0.0001485159],"domain_scores_gemma":[0.9961643,0.0009171245,0.001862171,0.0003385541,0.0004307874,0.0002869715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006939966,0.00004797991,0.9986255,0.00004414429,0.0001311489,0.00007100911,0.00006501005,0.0002076851,0.00003132374,0.00002531039,0.0002042347,0.0004771359],"study_design_scores_gemma":[0.0000182251,0.00008923862,0.9974163,0.00003722404,0.00008581732,0.0001464895,0.0007635667,0.001006237,0.00003541937,0.0000231154,0.0003702766,0.000008059335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9952534,0.0001856651,0.00009389345,0.00009234358,0.000004338924,0.00003267674,0.003967405,0.000007001316,0.0003631109],"genre_scores_gemma":[0.9957481,0.0001855575,0.0001483238,0.00005144034,0.000008017699,0.00006883078,0.003592973,0.000004411234,0.000192347],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04210174,"threshold_uncertainty_score":0.08371335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1890759888","doi":"10.5867/medwave.2015.09.6290","title":"Clinical practice guidelines in hypertension: a review","year":2015,"lang":"en","type":"review","venue":"Medwave","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Clinical Practice; CLARITY; Presentation (obstetrics); Family medicine; Surgery; Pathology","authors":[{"name":"Mayita Lizbeth Álvarez-Vargas","is_ca":false},{"name":"José Gálvez-Olórtegui","is_ca":false},{"name":"Tomas Gálvez-Olortegui","is_ca":false},{"name":"José Manuel Sosa-Rosado","is_ca":false},{"name":"Luis Arturo Camacho‐Saavedra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7690110061075316,"gpt":0.677012631321065,"spread":0.09199837478646655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01223002,0.0011144,0.002622125,0.01035341,0.0007444233,0.002634772,0.002103649,0.00222981,0.004119341],"category_scores_gemma":[0.0507736,0.0007368311,0.002080383,0.01268127,0.001047009,0.003210161,0.00167153,0.002186678,0.0007099251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003357984,"about_ca_system_score_gemma":0.01526301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006823651,"about_ca_topic_score_gemma":0.01730909,"domain_scores_codex":[0.9896154,0.003778193,0.003087132,0.000491522,0.002835977,0.0001917479],"domain_scores_gemma":[0.9596709,0.02832012,0.005061717,0.0004742772,0.005986307,0.0004867284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003861844,0.00005646793,0.0007756832,0.2679606,0.0005396943,0.0001562991,0.0006020744,0.0002046023,0.0001372161,0.002601067,0.02119608,0.7057315],"study_design_scores_gemma":[0.00006371937,0.00009977215,0.003407559,0.6278693,0.002523806,0.0009893702,0.0008356805,0.0001654052,0.0001728336,0.002445719,0.361378,0.00004881421],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001234266,0.9976045,0.0001933285,0.001247632,0.0002689923,0.00006161614,0.00003737454,0.000004400826,0.0004587468],"genre_scores_gemma":[0.001641971,0.996323,0.001184021,0.0005260246,0.0001243757,0.00007329006,0.00005234613,0.000002309097,0.00007278028],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01223002,"threshold_uncertainty_score":0.06467932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2344091436","doi":"10.5867/medwave.2016.03.6433","title":"Attitudes, perceptions and awareness concerning quaternary prevention among family doctors working in the Social Security System, Peru: a cross-sectional descriptive study","year":2016,"lang":"en","type":"article","venue":"Medwave","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Psychological intervention; Perception; Medicine; Family medicine; Nursing; Psychology","authors":[{"name":"María Sofía Cuba-Fuentes","is_ca":false},{"name":"Carlos Orlando Zegarra Zamalloa","is_ca":false},{"name":"Sonja M. Reichert","is_ca":true},{"name":"Dawn P. Gill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.591181316642013,"gpt":0.5552785462939869,"spread":0.03590277034802614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001215379,0.0001480769,0.0003471874,0.001015437,0.0007810188,0.0007763869,0.0002486508,0.0005644102,0.002245424],"category_scores_gemma":[0.003847586,0.0004525384,0.0002762616,0.0008008414,0.000511109,0.0007932017,0.0006500476,0.0005585707,0.0002083283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004956789,"about_ca_system_score_gemma":0.0005093587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005412447,"about_ca_topic_score_gemma":0.006575463,"domain_scores_codex":[0.9995502,0.0001719439,0.00005770317,0.00003683547,0.00008811623,0.00009516648],"domain_scores_gemma":[0.9972024,0.0009464503,0.001167538,0.00008743577,0.0002442362,0.0003519334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005567202,0.000371983,0.9798676,0.0001137445,0.00002160831,0.0003349675,0.01644677,0.00001367393,0.0002884985,0.00002887695,0.0001364556,0.002320292],"study_design_scores_gemma":[0.00001117362,0.0006771586,0.961687,0.00006260644,0.00002137896,0.0005002405,0.03638677,0.0000760379,0.00006471051,0.00002006847,0.0004819402,0.0000109146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994868,0.00007243907,0.00001715668,0.00006007323,0.000001177047,0.00001982734,0.00005181235,8.899016e-7,0.0002897596],"genre_scores_gemma":[0.9994388,0.0001710609,0.00006158737,0.00007799671,0.000004420479,0.00003265239,0.00005034127,5.895883e-7,0.0001626292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005412447,"threshold_uncertainty_score":0.01076192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2283918886","doi":"10.5867/medwave.2016.01.6365","title":"Current clinical practice guidelines in atrial fibrillation: a review","year":2016,"lang":"en","type":"review","venue":"Medwave","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nice; Medicine; Guideline; Excellence; Clinical Practice; CLARITY; Family medicine; Pathology","authors":[{"name":"José Gálvez-Olórtegui","is_ca":false},{"name":"Mayita Lizbeth Álvarez-Vargas","is_ca":false},{"name":"Tomas Gálvez-Olortegui","is_ca":false},{"name":"Armando Godoy-Palomino","is_ca":false},{"name":"Luis Arturo Camacho‐Saavedra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6239199904899516,"gpt":0.6733238017755031,"spread":0.04940381128555149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01628802,0.001203984,0.003085104,0.01243539,0.0008039319,0.00313282,0.002384041,0.002325353,0.003981636],"category_scores_gemma":[0.06314322,0.0009397563,0.00243759,0.01426085,0.001147437,0.003807388,0.001843002,0.002403034,0.00084053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003859013,"about_ca_system_score_gemma":0.01749576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006395838,"about_ca_topic_score_gemma":0.0157517,"domain_scores_codex":[0.9867114,0.00423927,0.004581611,0.0006775769,0.003551515,0.0002386069],"domain_scores_gemma":[0.9521413,0.03139118,0.007146479,0.0006365554,0.008073977,0.0006104819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004851563,0.00005888834,0.000916412,0.2932484,0.0006271779,0.0001191262,0.0006780835,0.0002188599,0.0001540257,0.002827524,0.02427888,0.6768241],"study_design_scores_gemma":[0.00006664306,0.00008809545,0.002991332,0.670172,0.002883311,0.0006385278,0.0008444836,0.000175188,0.0001417063,0.002683973,0.3192632,0.00005154406],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001380037,0.9969782,0.0002512193,0.001704862,0.0003365885,0.00007651681,0.00005479288,0.000006164899,0.0004536301],"genre_scores_gemma":[0.001767455,0.9954733,0.001516702,0.0007918769,0.0001695315,0.0001158475,0.00008213065,0.000003406133,0.00007971033],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01628802,"threshold_uncertainty_score":0.08614028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2774615631","doi":"10.5867/medwave.2017.09.7099","title":"Functional assessment as a predictor of cognitive impairment: a retrospective cohort study","year":2017,"lang":"en","type":"article","venue":"Medwave","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Neurocognitive; Cognition; Cohort; Retrospective cohort study; Pathological; Disease; Geriatrics; Affect (linguistics); Mini–Mental State Examination; Cohort study; Gerontology; Activities of daily living; Montreal Cognitive Assessment; Dementia; Geriatric psychiatry; Physical therapy; Psychiatry; Internal medicine; Psychology","authors":[{"name":"Gustavo Sandival-Ampuero","is_ca":false},{"name":"Fernando M. Runzer‐Colmenares","is_ca":false},{"name":"José F. Parodi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02269755874151811,"gpt":0.3547177472487206,"spread":0.3320201885072025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001165126,0.0004195701,0.0006291008,0.001112807,0.00071113,0.0007398845,0.0004729746,0.0005016187,0.001073901],"category_scores_gemma":[0.001594157,0.0005794866,0.0007372455,0.001581271,0.0003657886,0.0006264279,0.0005498698,0.0006745472,0.0002422779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003893041,"about_ca_system_score_gemma":0.0005930973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006529601,"about_ca_topic_score_gemma":0.006065819,"domain_scores_codex":[0.999234,0.0001579345,0.0001042634,0.0002238928,0.0001472155,0.0001327443],"domain_scores_gemma":[0.9989592,0.0001519763,0.0003784206,0.0001490995,0.0001592284,0.0002020861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009002937,0.00004283895,0.9994069,0.000005273235,0.00004096425,0.00007325991,0.00003531503,0.000009310729,0.00005352756,0.000003926921,0.0000276081,0.0002109601],"study_design_scores_gemma":[0.00001857102,0.0002219219,0.9988726,0.000007535409,0.00005347374,0.0003803291,0.0001759917,0.000121238,0.00002643214,0.000009982814,0.0001071435,0.000004814133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993145,0.0001536778,0.00007032704,0.00001136928,0.000004944708,0.0000272786,0.0002971847,0.000001562602,0.0001190489],"genre_scores_gemma":[0.9991658,0.000125682,0.00008797379,0.00002374256,0.00001108449,0.00003602307,0.0004750673,0.000001336235,0.00007341476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006529601,"threshold_uncertainty_score":0.0129832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2562315514","doi":"10.5867/medwave.2016.6810","title":"Risk factors for post coronary artery bypass graft atrial fibrillation: role of obstructive sleep apnea","year":2016,"lang":"en","type":"article","venue":"Medwave","topic":"Obstructive Sleep Apnea Research","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":"Kingston General Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Atrial fibrillation; Sleep apnea; Cardiology; Internal medicine; Bypass grafting; Artery; Gynecology","authors":[{"name":"Amro Qaddoura","is_ca":true},{"name":"Adrián Baranchuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01576964250669655,"gpt":0.2731302263504365,"spread":0.2573605838437399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002727773,0.0002377633,0.0003093056,0.0007128321,0.0002979065,0.0006256936,0.0002083554,0.0004839637,0.002842399],"category_scores_gemma":[0.0008461624,0.0000903829,0.0004059183,0.0005626,0.0001996735,0.0004986922,0.0003237036,0.0008201141,0.0003038702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002315358,"about_ca_system_score_gemma":0.0004622313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00147925,"about_ca_topic_score_gemma":0.002682887,"domain_scores_codex":[0.9998093,0.00003773944,0.00003981816,0.00002827934,0.00006179202,0.0000231495],"domain_scores_gemma":[0.9995263,0.000285401,0.0001090879,0.000005470173,0.0000382027,0.00003549883],"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":[0.0002043174,0.0001885836,0.3719265,0.003634403,0.0003259755,0.003456695,0.002144677,0.0007072121,0.003478647,0.0158792,0.02678856,0.5712653],"study_design_scores_gemma":[0.00002312441,0.000411647,0.7941848,0.00846301,0.0004532068,0.0349112,0.001722159,0.001341531,0.0008969188,0.009713407,0.1477975,0.00008153274],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09647134,0.851282,0.004247891,0.01899576,0.00226158,0.00008487025,0.0006473009,0.00006745062,0.02594181],"genre_scores_gemma":[0.3055672,0.6707354,0.008141763,0.003277203,0.005197214,0.0001123067,0.0007416505,0.00002993127,0.006197257],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002842399,"threshold_uncertainty_score":0.009508789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313455191","doi":"10.5867/medwave.2022.11.2570","title":"Strength-based Video-feedback to improve maternal sensitivity in mother-infant dyads with maternal depressive symptoms: Study protocol for a randomized controlled feasibility trial","year":2022,"lang":"en","type":"article","venue":"Medwave","topic":"Maternal Mental Health During Pregnancy and Postpartum","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":"Université de Montréal; Université Laval","funders":"","keywords":"Randomized controlled trial; Psychosocial; Medicine; Mentalization; Intervention (counseling); Maternal sensitivity; Clinical psychology; Protocol (science); Clinical trial; Mental health; Psychology; Psychiatry; Developmental psychology; Alternative medicine","authors":[{"name":"Marcia Olhaberry","is_ca":false},{"name":"Fanny Leyton","is_ca":false},{"name":"Javier Morán","is_ca":false},{"name":"María José León","is_ca":false},{"name":"Catalina Sieverson","is_ca":false},{"name":"Antonia Muzard","is_ca":false},{"name":"Carolina Honorato","is_ca":false},{"name":"Karin Ensink","is_ca":true},{"name":"Norka T. Malberg","is_ca":false},{"name":"Patrick Luyten","is_ca":false},{"name":"Stefanella Costa‐Cordella","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0184562487473699,"gpt":0.3333433628903298,"spread":0.3148871141429599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03361112,0.005893133,0.01214613,0.003512823,0.003107015,0.004139773,0.003489004,0.007008858,0.05823243],"category_scores_gemma":[0.02618419,0.003076856,0.005204596,0.003600859,0.00340003,0.003346472,0.002402615,0.006507879,0.01058576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004873015,"about_ca_system_score_gemma":0.01545838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002819727,"about_ca_topic_score_gemma":0.00478769,"domain_scores_codex":[0.9810191,0.01105664,0.001953995,0.001454033,0.002330509,0.00218581],"domain_scores_gemma":[0.9894225,0.003345743,0.002309006,0.001212907,0.002117709,0.001592084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8410501,0.05688301,0.001036424,0.02842937,0.002421306,0.0003788248,0.0006432949,0.002677173,0.003004,0.004011191,0.01058577,0.0488795],"study_design_scores_gemma":[0.9257547,0.05325177,0.001555881,0.002249186,0.0008087912,0.0000350376,0.0001731085,0.001431501,0.0007418162,0.001527776,0.01238578,0.00008463801],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001418721,0.0001315025,0.0006882356,0.00005817447,0.0001205033,0.9969946,0.0002835402,0.00003813501,0.0002666849],"genre_scores_gemma":[0.001242926,0.0000876291,0.001015034,0.00005126142,0.00002042627,0.9973717,0.00003764721,0.000002174887,0.0001713043],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05823243,"threshold_uncertainty_score":0.1948069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2808591593","doi":"10.5867/medwave.2018.03.7211","title":"Observational study to analyze patterns of treatment of breakthrough dyspnea in cancer patients in clinical practice","year":2018,"lang":"en","type":"article","venue":"Medwave","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","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":"Medicine; Observational study; Confidence interval; Cancer; Clinical Practice; Physical therapy; Internal medicine","authors":[{"name":"Luis Cabezón‐Gutiérrez","is_ca":false},{"name":"Ignacio Delgado-Mingorance","is_ca":false},{"name":"María Nabal-Vicuña","is_ca":false},{"name":"Antonio Javier Jiménez-López","is_ca":false},{"name":"A. Sáenz de Cabezón-Alvarez","is_ca":false},{"name":"Begoña Soler López","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1119559130581072,"gpt":0.4547201653824213,"spread":0.3427642523243141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002068007,0.0001784157,0.0006359193,0.0008757134,0.000266389,0.0005604337,0.0004294156,0.0005620067,0.001321621],"category_scores_gemma":[0.005461349,0.0002326518,0.0005216077,0.001606248,0.0001986469,0.0003960053,0.0004634104,0.0003542146,0.0002083701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005855539,"about_ca_system_score_gemma":0.000599884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004457357,"about_ca_topic_score_gemma":0.004359769,"domain_scores_codex":[0.9981811,0.0006663767,0.0003232385,0.0003945246,0.0002727598,0.0001620931],"domain_scores_gemma":[0.9929558,0.001329232,0.004328878,0.0003447063,0.0005889733,0.0004523837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001517405,0.00005278043,0.9986799,0.00003482593,0.00006619297,0.00002564792,0.00005228415,0.00002391712,0.0000374441,0.00000646822,0.00009412673,0.0007746029],"study_design_scores_gemma":[0.00004143251,0.0002602157,0.9986394,0.00002453346,0.00003784837,0.0001407389,0.0002922759,0.0001954249,0.00001742103,0.00001579206,0.0003306268,0.000004336596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972163,0.0006227726,0.0002252662,0.00004469782,0.000008864989,0.0000785681,0.001388899,0.00000445288,0.0004101209],"genre_scores_gemma":[0.9978238,0.0001873578,0.0002398652,0.00005577663,0.00001335639,0.00006302853,0.001528514,0.000002059399,0.00008627377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004457357,"threshold_uncertainty_score":0.01093686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3162797723","doi":"10.5867/medwave.2021.04.8196","title":"Cultivation and use of medicinal plants and association with reporting of childhood asthma: A case-control study in the Bogotá savanna","year":2021,"lang":"en","type":"article","venue":"Medwave","topic":"Pediatric health and respiratory diseases","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":"McGill University","funders":"","keywords":"Medicine; Asthma; Confidence interval; Odds ratio; Observational study; Medicinal plants; Health care; Environmental health; Family medicine; Traditional medicine; Pediatrics; Internal medicine","authors":[{"name":"Germán Zuluaga","is_ca":false},{"name":"Iván Sarmiento","is_ca":false},{"name":"Juan Pimentel","is_ca":false},{"name":"Camilo Correal","is_ca":false},{"name":"Neil Andersson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05658943313957738,"gpt":0.3807190546931267,"spread":0.3241296215535494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000890524,0.0004172545,0.0005061214,0.001147421,0.001071202,0.0006649848,0.0006641387,0.0005798079,0.001348735],"category_scores_gemma":[0.001550356,0.0006412361,0.0005182872,0.001260357,0.000548583,0.0003198939,0.0005142689,0.0004964342,0.0001636041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008610574,"about_ca_system_score_gemma":0.0005454357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04684273,"about_ca_topic_score_gemma":0.04671615,"domain_scores_codex":[0.9991763,0.0002945766,0.00009372312,0.0001728047,0.0001375321,0.0001249811],"domain_scores_gemma":[0.9987662,0.0002597402,0.0005626366,0.0001454592,0.0001070431,0.0001589052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007395537,0.0001220168,0.9987049,0.00001741563,0.00004665682,0.0001464807,0.000270245,0.000009046683,0.0002485981,0.000009809214,0.00003163643,0.0003191975],"study_design_scores_gemma":[0.000007485936,0.00008352477,0.9991022,0.000008245029,0.00003268709,0.0002543386,0.000342629,0.00006390522,0.00002889458,0.000005122981,0.00006874256,0.000002251434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995791,0.000136239,0.0000370526,0.00001204737,0.000002882472,0.00001296683,0.0001026466,0.000001196407,0.0001159697],"genre_scores_gemma":[0.9995302,0.0001302223,0.0000936213,0.00001447752,0.000004572846,0.00001931725,0.0001340213,9.572965e-7,0.00007252226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04684273,"threshold_uncertainty_score":0.09314013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3156543524","doi":"10.5867/medwave.2021.03.8046","title":"Palliative chemotherapy for advanced gallbladder cancer","year":2021,"lang":"en","type":"review","venue":"Medwave","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","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":"Cochrane","funders":"","keywords":"Medicine; Cochrane Library; Systematic review; MEDLINE; Gallbladder cancer; Chemotherapy; Palliative chemotherapy; Cancer; Randomized controlled trial; Adverse effect; Intensive care medicine; Oncology; Internal medicine","authors":[{"name":"Gonzalo Bravo‐Soto","is_ca":true},{"name":"Rocío Brañes","is_ca":false},{"name":"José Peña","is_ca":false},{"name":"Bruno Nervi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09693976284093454,"gpt":0.4210130949575557,"spread":0.3240733321166212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002930084,0.0006738234,0.003093011,0.004404851,0.0002449214,0.001097849,0.0005210526,0.0009391207,0.003348949],"category_scores_gemma":[0.01008288,0.0003579422,0.003535784,0.003744538,0.0005434588,0.000842644,0.0006742596,0.0009927322,0.0002381978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410848,"about_ca_system_score_gemma":0.003087973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003028347,"about_ca_topic_score_gemma":0.005949631,"domain_scores_codex":[0.9977598,0.001231221,0.0004763119,0.000141424,0.0003290214,0.00006210599],"domain_scores_gemma":[0.9946466,0.003752427,0.001126086,0.00006746867,0.0003304717,0.0000769906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006096197,0.00003714956,0.0008474485,0.7397774,0.005083109,0.0001824432,0.0001499516,0.0002858471,0.0003998615,0.0007225581,0.004295853,0.2476088],"study_design_scores_gemma":[0.001791504,0.00125052,0.009311667,0.8031061,0.04805026,0.002729386,0.000375563,0.0003145217,0.0009646204,0.001798735,0.130238,0.00006912399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003818611,0.999199,0.00003377769,0.000122307,0.00005140296,0.00002827404,0.00002555458,0.000001873356,0.0001560171],"genre_scores_gemma":[0.009253423,0.9900237,0.0001954518,0.0002664491,0.00009050203,0.00005578354,0.00004219723,0.00000108844,0.00007135334],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004404851,"threshold_uncertainty_score":0.01549596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2563540096","doi":"10.5867/medwave.2016.6816","title":"Syncope: electrocardiogram and autonomic function tests","year":2016,"lang":"en","type":"article","venue":"Medwave","topic":"Cardiovascular Syncope and Autonomic Disorders","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":"Kingston General Hospital","funders":"","keywords":"Medicine; Syncope (phonology); Humanities; Medical emergency; Pediatrics; Cardiology; Philosophy","authors":[{"name":"William Uribe","is_ca":false},{"name":"Adrián Baranchuk","is_ca":true},{"name":"Federico Álvarez Botero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005865437472043741,"gpt":0.2145197465890584,"spread":0.2086543091170146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003847404,0.000650495,0.0006240981,0.001187194,0.0001804817,0.0005068671,0.0002500225,0.0005033588,0.005118879],"category_scores_gemma":[0.001528441,0.00008230857,0.0001531293,0.0008302658,0.0001415788,0.0005109135,0.000236378,0.0005525274,0.00212266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001575639,"about_ca_system_score_gemma":0.0002648487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008719508,"about_ca_topic_score_gemma":0.000953823,"domain_scores_codex":[0.9996418,0.00009454547,0.00006190664,0.00004009512,0.0001266783,0.00003501473],"domain_scores_gemma":[0.9996217,0.0000704446,0.0000984796,0.00001732869,0.0001310707,0.00006098356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001094523,0.001038396,0.6038272,0.001037274,0.0002908277,0.03652157,0.0003752519,0.0007002166,0.01590671,0.001867044,0.04079077,0.2965502],"study_design_scores_gemma":[0.0000761058,0.0007786361,0.8755732,0.0006418478,0.0001011657,0.08294908,0.0003304217,0.001143333,0.002132358,0.001894451,0.03432279,0.00005645399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6003213,0.1100525,0.02546319,0.009289103,0.001890169,0.001355742,0.01309439,0.001182133,0.2373514],"genre_scores_gemma":[0.9540709,0.01649446,0.005387095,0.001999854,0.001691604,0.0002447567,0.003474485,0.00005832579,0.01657861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005118879,"threshold_uncertainty_score":0.01712435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072313110","doi":"10.5867/medwave.2015.03.6122","title":"¿Debe indicarse acetilcisteína para prevenir la nefropatía por contraste?","year":2015,"lang":"es","type":"review","venue":"Medwave","topic":"Acute Kidney Injury Research","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":"Cochrane","funders":"","keywords":"Medicine; Humanities; Philosophy","authors":[{"name":"Ariel Izcovich","is_ca":false},{"name":"Gabriel Rada","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1077977799501633,"gpt":0.4229883625054625,"spread":0.3151905825552991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003444724,0.0005588346,0.004096033,0.001743794,0.000305535,0.001507867,0.0009045554,0.00205435,0.004478994],"category_scores_gemma":[0.00948118,0.0003984607,0.003732671,0.001871494,0.0005857761,0.001587552,0.0004338378,0.001661599,0.0004149341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008835963,"about_ca_system_score_gemma":0.002157544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005567709,"about_ca_topic_score_gemma":0.01193361,"domain_scores_codex":[0.9986925,0.0006989528,0.0002927523,0.0001039538,0.0001511486,0.00006065844],"domain_scores_gemma":[0.9962178,0.002722168,0.0006545762,0.00004747784,0.0002927887,0.00006526473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004016199,0.0001335465,0.002437013,0.6000329,0.01205812,0.0003683677,0.0002231464,0.0002151909,0.0007999774,0.001512681,0.01174666,0.3664562],"study_design_scores_gemma":[0.01119621,0.002244901,0.01485733,0.6631733,0.1463224,0.002419068,0.0009383536,0.0005597715,0.001731448,0.004234811,0.1522091,0.0001133079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008630434,0.9975421,0.00008056706,0.0009584342,0.0001922019,0.00002611995,0.00004175278,0.000002657325,0.0002930153],"genre_scores_gemma":[0.0125378,0.9853244,0.0004101831,0.001097174,0.0003431964,0.0000517629,0.00006491253,0.000001927567,0.0001685888],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005567709,"threshold_uncertainty_score":0.01821762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964675387","doi":"10.5867/medwave.2014.11.6058","title":"Does chewing gum accelerate recovery after abdominal surgery?","year":2014,"lang":"en","type":"article","venue":"Medwave","topic":"Enhanced Recovery After 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":"Cochrane","funders":"","keywords":"Medicine; Chewing gum; Peer review; Dentistry; Surgery; General surgery; Nursing; Food science","authors":[{"name":"Gabriel Rada","is_ca":true},{"name":"José Viñuela","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0136473480402427,"gpt":0.2371545859150775,"spread":0.2235072378748348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006287379,0.0001645,0.0003247196,0.0002042643,0.0001623883,0.0006916338,0.0002137145,0.001009976,0.009987369],"category_scores_gemma":[0.00265466,0.00008636546,0.000354535,0.0001765875,0.0002477428,0.0005165309,0.000278852,0.0010353,0.001262042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001455332,"about_ca_system_score_gemma":0.0003838845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003818629,"about_ca_topic_score_gemma":0.001082787,"domain_scores_codex":[0.9998515,0.00006372605,0.00001317874,0.00001204749,0.00003043273,0.00002914015],"domain_scores_gemma":[0.9992701,0.0003328743,0.0001746788,0.00003712956,0.00007412273,0.0001111849],"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":[0.01517669,0.004586877,0.0165485,0.002923358,0.000521602,0.0002991788,0.0002129137,0.00008480363,0.006670682,0.002092931,0.03123364,0.9196487],"study_design_scores_gemma":[0.012578,0.05314889,0.6570745,0.008413833,0.002829365,0.002486236,0.002779979,0.001251783,0.01128489,0.007827477,0.2401593,0.0001657762],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5872297,0.2287561,0.0008593703,0.1154931,0.009852848,0.0001903528,0.0005187923,0.0002315835,0.05686816],"genre_scores_gemma":[0.8057173,0.1477625,0.003028499,0.01483289,0.009934336,0.0001302817,0.0002211704,0.00005162563,0.01832144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009987369,"threshold_uncertainty_score":0.03341115,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410548799","doi":"10.5867/medwave.2025.04.3031","title":"Event-based surveillance in middle- and low-income countries: An evidence map","year":2025,"lang":"en","type":"review","venue":"Medwave","topic":"Data-Driven Disease Surveillance","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":"Medicine; Psychological intervention; China; Outbreak; Environmental health; Public health; Low and middle income countries; Grey literature; Developing country; Economic growth; MEDLINE; Geography; Nursing","authors":[{"name":"Aida Nataly Hualpa","is_ca":false},{"name":"Daniel Simancas‐Racines","is_ca":false},{"name":"Jaime Angamarca-Iguago","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04093335715391985,"gpt":0.3544817792633432,"spread":0.3135484221094234,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02786426,0.001868406,0.006242753,0.02806664,0.00100415,0.006143176,0.002192588,0.002622874,0.003755731],"category_scores_gemma":[0.09251601,0.001305655,0.006827929,0.02202035,0.001151444,0.007016026,0.003065984,0.002218789,0.0004587725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007242337,"about_ca_system_score_gemma":0.01689093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008444485,"about_ca_topic_score_gemma":0.01658858,"domain_scores_codex":[0.978215,0.009465283,0.007134965,0.0008354791,0.003898408,0.0004510443],"domain_scores_gemma":[0.8999679,0.07617933,0.01179786,0.00116136,0.01023316,0.0006604697],"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":[0.000216042,0.000053923,0.002903063,0.7843013,0.004916033,0.0001808418,0.0005668262,0.0005518448,0.000192507,0.003494975,0.003014318,0.1996083],"study_design_scores_gemma":[0.0001303699,0.0002287142,0.004757054,0.9454656,0.01488908,0.0002931491,0.0007281503,0.000346362,0.0001642127,0.002310868,0.03064608,0.0000403835],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009189648,0.994783,0.0007006174,0.001416162,0.0001922122,0.0006982154,0.000230982,0.00001691617,0.00104281],"genre_scores_gemma":[0.02057902,0.9731106,0.004031252,0.0008569813,0.000105191,0.0009792347,0.0002491621,0.000005147901,0.00008344309],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02806664,"threshold_uncertainty_score":0.1473621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3158705115","doi":"10.5867/medwave.2021.04.8178","title":"Direct acting oral anticoagulants versus low molecular weight heparin for primary thromboprophylaxis in cancer patients","year":2021,"lang":"en","type":"review","venue":"Medwave","topic":"Venous Thromboembolism Diagnosis and Management","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":"Cochrane","funders":"","keywords":"Medicine; MEDLINE; Systematic review; Low molecular weight heparin; Meta-analysis; Intensive care medicine; Internal medicine; Heparin","authors":[{"name":"Natalia Méndez","is_ca":false},{"name":"Constanza Norambuena","is_ca":false},{"name":"Symón Silva","is_ca":false},{"name":"Valentín López","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05554274451900881,"gpt":0.3650825984452523,"spread":0.3095398539262435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004887912,0.0008963319,0.006024201,0.004648758,0.0003113369,0.001813413,0.0007230658,0.001233339,0.003765156],"category_scores_gemma":[0.01441442,0.0004690921,0.006437065,0.004958793,0.0004842099,0.0009240659,0.0006449801,0.0009841594,0.0002314352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002020567,"about_ca_system_score_gemma":0.003609091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003134078,"about_ca_topic_score_gemma":0.008491942,"domain_scores_codex":[0.9961264,0.001643558,0.001268361,0.0002897269,0.000567355,0.0001046588],"domain_scores_gemma":[0.9917459,0.006006257,0.001591371,0.00006550988,0.0004860101,0.0001050542],"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":[0.001277756,0.00003611984,0.0009902057,0.8964985,0.01863443,0.00006977829,0.00009810537,0.0001092152,0.0003088159,0.000294355,0.001051134,0.08063172],"study_design_scores_gemma":[0.003378298,0.00175993,0.01001974,0.6723511,0.2826931,0.0006061373,0.0003367588,0.0002977929,0.0007197986,0.0008604516,0.02692706,0.00004991572],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001195213,0.9981267,0.00005370457,0.0001268204,0.00007835431,0.00010015,0.00007990534,0.000003301596,0.000235817],"genre_scores_gemma":[0.0241579,0.9743134,0.0005590927,0.0003703621,0.0001087672,0.0002466126,0.0001056482,0.000003209877,0.0001350073],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006024201,"threshold_uncertainty_score":0.02585006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405574994","doi":"10.5867/medwave.2024.s1.sp044","title":"RELEVANCIA DEL APOYO SOCIAL PARA LA PROTECCIÓN DE LA SALUD MENTAL EN EL PERSONAL SANITARIO","year":2024,"lang":"es","type":"article","venue":"Medwave","topic":"Stress and Burnout Research","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":"Humanities; Coronavirus disease 2019 (COVID-19); Psychology; Medicine; Political science; Art","authors":[{"name":"A Cruz","is_ca":false},{"name":"María Elisa Ansoleaga Moreno","is_ca":false},{"name":"Macarena Alejandra Vargas Plaza De Los Reyes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02775210657281336,"gpt":0.4115072461949563,"spread":0.383755139622143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002725444,0.0003675508,0.000422719,0.001273441,0.002370371,0.003770431,0.00093413,0.0009253192,0.01798733],"category_scores_gemma":[0.01083621,0.0003629461,0.0005590168,0.0009272586,0.002118188,0.001326562,0.00371745,0.00163594,0.0009209768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00375853,"about_ca_system_score_gemma":0.008002888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02177079,"about_ca_topic_score_gemma":0.03093698,"domain_scores_codex":[0.9968855,0.001768108,0.0001189959,0.0002333829,0.0006079068,0.0003862609],"domain_scores_gemma":[0.992457,0.002562755,0.002159434,0.0003064899,0.00113592,0.0013785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004145401,0.0009140976,0.5525331,0.004106464,0.0004980055,0.001560712,0.04310975,0.0003456695,0.001640989,0.01681596,0.02776406,0.3502966],"study_design_scores_gemma":[0.00009340947,0.0004194878,0.7842625,0.005871844,0.000295056,0.001034529,0.05658983,0.000608694,0.0006468801,0.01175773,0.1383233,0.00009665848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7525347,0.04443145,0.003026244,0.07401196,0.001100632,0.0006507391,0.001224383,0.0001360563,0.1228838],"genre_scores_gemma":[0.9709446,0.01497338,0.001412995,0.002541612,0.0003544761,0.000305707,0.0002153284,0.0000244173,0.009227499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02177079,"threshold_uncertainty_score":0.06017363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2598836306","doi":"10.5867/medwave.2017.02.6883","title":"Colaboración íbero-americana en Medwave a propósito del Día Mundial del Corazón","year":2017,"lang":"es","type":"editorial","venue":"Medwave","topic":"Political Dynamics in Latin America","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kingston General Hospital","funders":"","keywords":"Medicine; Humanities; Art","authors":[{"name":"Adrián Baranchuk","is_ca":true},{"name":"Antoni Bayés de Luna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01353604932557376,"gpt":0.3532535483880192,"spread":0.3397174990624454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01699799,0.003075517,0.002831216,0.004630885,0.005271036,0.01254513,0.002723911,0.02155444,0.00854273],"category_scores_gemma":[0.03023012,0.0009021276,0.002622508,0.003655396,0.005245001,0.006732243,0.00618564,0.02670127,0.002817783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009927373,"about_ca_system_score_gemma":0.01507397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01575669,"about_ca_topic_score_gemma":0.03611096,"domain_scores_codex":[0.9932295,0.001679641,0.0009433689,0.0006665346,0.002526913,0.0009540536],"domain_scores_gemma":[0.9715589,0.0162926,0.001797913,0.0006874697,0.006482704,0.003180456],"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":[0.0000456557,0.00001897852,0.0001730495,0.001081291,0.00004119075,0.0002773124,0.0004469108,0.00002152536,0.00006070785,0.002775605,0.9850816,0.009976014],"study_design_scores_gemma":[0.00002844361,0.000006810579,0.0003867211,0.001344374,0.00004962214,0.00009236678,0.0004664544,0.0000240304,0.00005264391,0.000874093,0.9966624,0.00001205769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001185859,0.06127014,0.0000688399,0.1780935,0.758679,0.00001460064,0.00006790307,0.00002239962,0.001664999],"genre_scores_gemma":[0.002018373,0.05227831,0.0001590307,0.08585023,0.8507602,0.00005032814,0.00004653594,0.00006486206,0.008772154],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02155444,"threshold_uncertainty_score":0.08989507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409285796","doi":"10.5867/medwave.2025.03.2937","title":"Characteristics and quality assessment of GRADE practice guidelines on maternal-fetal care","year":2025,"lang":"en","type":"article","venue":"Medwave","topic":"Clinical practice guidelines implementation","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":"Guideline; Excellence; Medicine; Quality (philosophy); Clinical Practice; Health care; Institutionalisation; Inclusion (mineral); Medical education; Domain (mathematical analysis); Family medicine; Psychology; Political science; Pathology","authors":[{"name":"Andelys De la Rosa","is_ca":false},{"name":"Patxis Taveras","is_ca":false},{"name":"Ludovic Revéiz","is_ca":false},{"name":"José Mordán","is_ca":false},{"name":"Yanely López Bencosme","is_ca":false},{"name":"Camilo Pantaleón Elsa","is_ca":false},{"name":"Buchanan Cecilia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3214032525021363,"gpt":0.5835288332169455,"spread":0.2621255807148092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08056138,0.0003373769,0.002332692,0.01166657,0.00060713,0.00241311,0.001435277,0.0012972,0.001052386],"category_scores_gemma":[0.4115953,0.0004708603,0.002248292,0.02070087,0.000844076,0.002395027,0.001918831,0.001156117,0.0001565121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003833534,"about_ca_system_score_gemma":0.01435039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009485623,"about_ca_topic_score_gemma":0.01869506,"domain_scores_codex":[0.8319009,0.07834229,0.05787516,0.004629285,0.02540305,0.00184932],"domain_scores_gemma":[0.5451146,0.2612599,0.1133026,0.009270358,0.06661701,0.004435563],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008644404,0.0002314739,0.6172578,0.06523493,0.004809397,0.0002682273,0.007411664,0.000834517,0.0004168073,0.00214821,0.01066014,0.2898624],"study_design_scores_gemma":[0.000830904,0.001387045,0.8080776,0.1025514,0.007154918,0.001871643,0.01192857,0.002396129,0.0007961326,0.004219565,0.05852862,0.0002573758],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6174632,0.3039692,0.01556704,0.01526964,0.0008018746,0.009017598,0.02306282,0.0001776891,0.01467087],"genre_scores_gemma":[0.9152473,0.04288363,0.0273709,0.00185487,0.0001266316,0.004085324,0.008045554,0.00004532677,0.0003403687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9194386,"threshold_uncertainty_score":0.4260544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}