{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":44,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":44,"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":"7e260af7a775","filters":{"venue":"Family Medicine and Community Health"}},"results":[{"id":"W3008867523","doi":"10.1136/fmch-2019-000262","title":"Variable selection strategies and its importance in clinical prediction modelling","year":2020,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":995,"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":"Akaike information criterion; Feature selection; Selection (genetic algorithm); Bayesian information criterion; Variable (mathematics); Statistic; Computer science; Model selection; Bayesian probability; Statistics; Machine learning; Mathematics; Artificial intelligence","authors":[{"name":"Tanvir Chowdhury Turin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7929098891837675,"gpt":0.5963941095425003,"spread":0.1965157796412672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07325398,0.001690352,0.002455366,0.003396194,0.0007384366,0.003453143,0.002084605,0.002108182,0.00155127],"category_scores_gemma":[0.1877508,0.0007378996,0.001475092,0.003668165,0.002732543,0.002950258,0.002402723,0.004083756,0.0004029741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010844,"about_ca_system_score_gemma":0.003006023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002131199,"about_ca_topic_score_gemma":0.001721847,"domain_scores_codex":[0.9193141,0.07310569,0.002021698,0.001509451,0.003698687,0.000350277],"domain_scores_gemma":[0.8013338,0.1888973,0.003211485,0.002505795,0.003567514,0.000484037],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003080996,0.0001890167,0.01111928,0.001443528,0.0009231921,0.0006602273,0.00131395,0.2360925,0.0006148086,0.423216,0.007943912,0.3161753],"study_design_scores_gemma":[0.0001087081,0.0002204547,0.001551995,0.000561858,0.0001528043,0.0001654769,0.0001680595,0.4874945,0.0006837909,0.4996164,0.009195459,0.00008045236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00396704,0.003073339,0.989148,0.002510699,0.0001485836,0.0002073553,0.00006907037,0.000102901,0.0007730297],"genre_scores_gemma":[0.1649728,0.005680989,0.8243889,0.0008243105,0.0006637945,0.001826627,0.0002370698,0.0001461355,0.001259417],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.926746,"threshold_uncertainty_score":0.3874087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376631015","doi":"10.1136/fmch-2023-002236","title":"Biopsy of Canada’s family physician shortage","year":2023,"lang":"en","type":"editorial","venue":"Family Medicine and Community Health","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University; University of British Columbia; McGill University; McGill University Health Centre","funders":"","keywords":"Population; Family medicine; Economic shortage; Medicine; Health care; Scarcity; Environmental health; Economic growth; Government (linguistics)","authors":[{"name":"Kaiyang Li","is_ca":true},{"name":"A Frumkin","is_ca":true},{"name":"Wei Guang Bi","is_ca":true},{"name":"Jamie Magrill","is_ca":true},{"name":"Christie Newton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1100677498110133,"gpt":0.4471707745557172,"spread":0.337103024744704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001444591,0.0002271898,0.0002967615,0.002867525,0.005544908,0.002284686,0.001049384,0.0005870194,0.01049058],"category_scores_gemma":[0.007416418,0.0002471433,0.000427295,0.006181573,0.00114183,0.001379777,0.001323686,0.001225093,0.0004575619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05103166,"about_ca_system_score_gemma":0.1187376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9927444,"about_ca_topic_score_gemma":0.9956863,"domain_scores_codex":[0.9982615,0.0001256212,0.00006180979,0.0001341917,0.0005618334,0.0008550809],"domain_scores_gemma":[0.9888129,0.0008252311,0.0009681682,0.0001563629,0.006626215,0.002611182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000209007,0.00009633736,0.7227319,0.0004130866,0.00007459917,0.0007685168,0.007662924,0.0009304852,0.0002989245,0.007433464,0.1903996,0.0689812],"study_design_scores_gemma":[0.00001817493,0.00003251774,0.9022764,0.0005507912,0.00003229794,0.0001623891,0.01905689,0.0007976138,0.0001481278,0.0008805332,0.07600778,0.0000365383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.7392703,0.0100224,0.0007233151,0.1022119,0.0006290967,0.0001393825,0.02123483,0.0001375035,0.1256313],"genre_scores_gemma":[0.9761944,0.003443946,0.0005785229,0.005919751,0.0001190853,0.00003895822,0.003826986,0.00003904492,0.009839468],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05103166,"threshold_uncertainty_score":0.3702624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4303044289","doi":"10.1136/fmch-2022-001829","title":"Systematic review of social prescribing and older adults: where to from here?","year":2022,"lang":"en","type":"review","venue":"Family Medicine and Community Health","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia Hospital; Western University; Public Health Ontario; University of Toronto; University of British Columbia","funders":"Canada Research Chairs","keywords":"Psychosocial; Medicine; Observational study; Medical prescription; Family medicine; Health care; Protocol (science); Systematic review; MEDLINE; Gerontology; Alternative medicine; Nursing; Psychiatry","authors":[{"name":"Amanda Percival","is_ca":true},{"name":"Christie Newton","is_ca":true},{"name":"Kate Mulligan","is_ca":true},{"name":"Robert J. Petrella","is_ca":true},{"name":"Maureen C. Ashe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1699626580459897,"gpt":0.3853053201673915,"spread":0.2153426621214018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0257773,0.001843661,0.01159517,0.009328092,0.0009436884,0.005278472,0.002486881,0.003372877,0.005413828],"category_scores_gemma":[0.1029698,0.001531055,0.008181063,0.01288056,0.001825881,0.005481086,0.002263425,0.002344145,0.0004451706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006417011,"about_ca_system_score_gemma":0.02377431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01063995,"about_ca_topic_score_gemma":0.03099566,"domain_scores_codex":[0.9708915,0.01332517,0.01003022,0.001341559,0.003791228,0.0006204026],"domain_scores_gemma":[0.9297628,0.05025661,0.01312298,0.001235959,0.005049327,0.0005722721],"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":[0.0001250867,0.000007178501,0.00027201,0.9778636,0.00484036,0.00005397494,0.0002487004,0.00005195038,0.00006387593,0.0002735256,0.001327318,0.01487236],"study_design_scores_gemma":[0.0001796513,0.00009557664,0.001140141,0.9635659,0.02361453,0.0001037286,0.0002829356,0.00004419277,0.00007320689,0.000368214,0.01051219,0.00001968802],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008193651,0.9962469,0.0002375474,0.0009240611,0.0003397298,0.0007658778,0.0003405573,0.00001264395,0.0003133773],"genre_scores_gemma":[0.01666108,0.9772261,0.001584577,0.001651926,0.0002407574,0.002120624,0.0002681646,0.00001032033,0.0002363407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0257773,"threshold_uncertainty_score":0.136325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220674030","doi":"10.1136/fmch-2021-001154","title":"Efficacy of journaling in the management of mental illness: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Family Medicine and Community Health","topic":"Mental Health via Writing","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Centre for Addiction and Mental Health","funders":"","keywords":"Journaling file system; Mental illness; Meta-analysis; Psychology; Psychotherapist; Medicine; Clinical psychology; Mental health; Internal medicine; Computer science; Computer file","authors":[{"name":"Monika Sohal","is_ca":false},{"name":"Pavneet Singh","is_ca":false},{"name":"Bhupinder Singh Dhillon","is_ca":false},{"name":"Harbir Gill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4253576861935257,"gpt":0.5251853548106861,"spread":0.09982766861716041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03620468,0.002506131,0.02032546,0.00846015,0.001060393,0.00566277,0.002699842,0.003108512,0.004285244],"category_scores_gemma":[0.08704808,0.001418954,0.0372774,0.009363813,0.001454841,0.00386132,0.001899662,0.002434028,0.0003447252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004415652,"about_ca_system_score_gemma":0.00649977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005148015,"about_ca_topic_score_gemma":0.01147402,"domain_scores_codex":[0.9769502,0.01144612,0.007016868,0.00137716,0.002743327,0.0004662488],"domain_scores_gemma":[0.9163727,0.06371997,0.01344603,0.001708319,0.003962842,0.0007902374],"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":[0.002755054,0.00008687718,0.001992836,0.6519846,0.3192589,0.00007289363,0.0001704175,0.0002402744,0.0001441463,0.0001125696,0.0004946548,0.02268682],"study_design_scores_gemma":[0.001743602,0.0006772921,0.004179777,0.1057626,0.8849543,0.0001227447,0.0001339708,0.0001981032,0.0001863722,0.0002633849,0.001735896,0.00004187481],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004465936,0.9933195,0.0004210144,0.0003287253,0.0001753006,0.0007664333,0.0002350932,0.00002426059,0.0002636655],"genre_scores_gemma":[0.1160394,0.8770196,0.002699486,0.0009981182,0.0003654426,0.002230908,0.0003655599,0.00002625892,0.0002551668],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03620468,"threshold_uncertainty_score":0.1914709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3217379076","doi":"10.1136/fmch-2021-001287","title":"Developing and testing an automated qualitative assistant (AQUA) to support qualitative analysis","year":2021,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Family Medicine","funders":"Penn State College of Medicine; Huck Institutes of the Life Sciences; Pennsylvania State University; University of Pennsylvania","keywords":"Computer science; Latent Dirichlet allocation; Coding (social sciences); Machine learning; Information retrieval; Cluster analysis; Artificial intelligence; Transparency (behavior); Natural language processing; Data mining; Topic model; Statistics; Mathematics","authors":[{"name":"Robert P. Lennon","is_ca":true},{"name":"Lauren J. Van Scoy","is_ca":false},{"name":"Aparna Keshaviah","is_ca":false},{"name":"Xindi C. Hu","is_ca":false},{"name":"Bethany Snyder","is_ca":false},{"name":"Erin L. Miller","is_ca":true},{"name":"William A. Calo","is_ca":false},{"name":"Aleksandra Zgierska","is_ca":true},{"name":"Christopher Griffin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7362791457125837,"gpt":0.6989436886705526,"spread":0.03733545704203112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08995779,0.001661094,0.001169632,0.003453569,0.002602855,0.004289208,0.003801582,0.001499099,0.02288491],"category_scores_gemma":[0.2520168,0.001620189,0.001508213,0.002278924,0.003043483,0.005367769,0.008285425,0.002948902,0.007987998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004131052,"about_ca_system_score_gemma":0.01351869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003137762,"about_ca_topic_score_gemma":0.004505731,"domain_scores_codex":[0.9352953,0.04724921,0.004878067,0.006086636,0.005103778,0.001387129],"domain_scores_gemma":[0.631404,0.285304,0.009291939,0.02646392,0.04279624,0.004739874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001356298,0.001638959,0.01705228,0.006192416,0.0002003136,0.001103297,0.1020309,0.007467842,0.02275744,0.02489296,0.03752304,0.7777843],"study_design_scores_gemma":[0.001754937,0.003374471,0.02297531,0.004694173,0.0003922957,0.002394058,0.09249263,0.2476918,0.09689238,0.09663329,0.4292013,0.001503379],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06929451,0.0002641078,0.8735914,0.003033592,0.0006367484,0.02270845,0.004341216,0.01552266,0.01060738],"genre_scores_gemma":[0.05685857,0.000133385,0.9151531,0.0006153522,0.00004749716,0.0221723,0.001160605,0.0008531225,0.003006172],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08995779,"threshold_uncertainty_score":0.4757479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3091739194","doi":"10.1136/fmch-2020-000453","title":"Perceived barriers and primary care access experiences among immigrant Bangladeshi men in Canada","year":2020,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Community Based Research Centre; Foothills Medical Centre; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Health Services","keywords":"Focus group; Immigration; Thematic analysis; Qualitative research; Referral; Feeling; Health care; Medicine; Participatory action research; Nursing; Language barrier; Family medicine; Gerontology; Psychology; Sociology; Political science; Social psychology","authors":[{"name":"Tanvir Chowdhury Turin","is_ca":true},{"name":"Ruksana Rashid","is_ca":true},{"name":"Mahzabin Ferdous","is_ca":true},{"name":"Iffat Naeem","is_ca":true},{"name":"Nahid Rumana","is_ca":true},{"name":"Afsana Rahman","is_ca":true},{"name":"Nafiza Rahman","is_ca":true},{"name":"Mohammad Lasker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05872304719460829,"gpt":0.3436310749470975,"spread":0.2849080277524892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001502306,0.0003187101,0.0006292054,0.0007904115,0.01447725,0.003696943,0.001112195,0.0007750863,0.003782779],"category_scores_gemma":[0.004301121,0.0003523138,0.0003439367,0.001759252,0.003451266,0.0008587422,0.002837913,0.001526057,0.0002029569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01927739,"about_ca_system_score_gemma":0.04210875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9372569,"about_ca_topic_score_gemma":0.9670916,"domain_scores_codex":[0.9982148,0.0003610947,0.00007078071,0.0001232931,0.0004305402,0.0007994957],"domain_scores_gemma":[0.9967389,0.0005575375,0.0004178727,0.0000480508,0.0009072445,0.001330531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000100294,0.000147469,0.2007261,0.0002771868,0.00003063604,0.002688544,0.778083,0.00007164344,0.0009161074,0.001082065,0.002456961,0.01342014],"study_design_scores_gemma":[0.000003944753,0.00006636488,0.04786614,0.0001666373,0.00001044133,0.0002965736,0.947067,0.00005408073,0.00007246801,0.00004629495,0.004321358,0.00002868045],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950294,0.0005529764,0.00003377335,0.001069164,0.00002061612,0.00003726907,0.0001055543,0.000004028047,0.003147194],"genre_scores_gemma":[0.9968808,0.0008354985,0.0001012089,0.000568311,0.000004640373,0.00002684793,0.0000547399,0.000004577257,0.001523493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06274307,"threshold_uncertainty_score":0.139868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3045943591","doi":"10.1136/fmch-2020-000390","title":"Associations between concussion and risk of diagnosis of psychological and neurological disorders: a retrospective population-based cohort study","year":2020,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Manitoba Health; University of Manitoba; Pan Am Clinic","funders":"Canadian Institutes of Health Research; Pan Am Clinic Foundation","keywords":"Medicine; Concussion; Retrospective cohort study; Hazard ratio; Dementia; Cohort; Population; Internal medicine; Mood disorders; Proportional hazards model; Attention deficit hyperactivity disorder; Anxiety; Psychiatry; Physical therapy; Pediatrics; Poison control; Disease; Injury prevention; Confidence interval; Medical emergency","authors":[{"name":"Marc Morissette","is_ca":true},{"name":"Heather J. Prior","is_ca":true},{"name":"Robert B. Tate","is_ca":true},{"name":"J. G. Wade","is_ca":true},{"name":"Jeff Leiter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1842616410880662,"gpt":0.4432369993948436,"spread":0.2589753583067774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006782599,0.0003286197,0.0003970095,0.0008167023,0.0006228737,0.0005987436,0.0005148028,0.0004226592,0.0008402858],"category_scores_gemma":[0.001740906,0.0005791572,0.0005377467,0.001394085,0.0002532068,0.0003131826,0.0004695077,0.0005028814,0.0002002338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006105606,"about_ca_system_score_gemma":0.0009328662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06730425,"about_ca_topic_score_gemma":0.07859846,"domain_scores_codex":[0.9995486,0.00008394883,0.00004679957,0.0001235194,0.0001105779,0.00008647616],"domain_scores_gemma":[0.9989177,0.00007634864,0.0004439458,0.0001492362,0.0002369197,0.0001758114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004385524,0.00001863555,0.9994836,0.000004152292,0.00006300778,0.00003704605,0.00003687664,0.00001177087,0.00006275076,0.000004359277,0.0000563753,0.0001774869],"study_design_scores_gemma":[0.000008397552,0.00005700819,0.999476,0.000005853476,0.00003320343,0.0001252763,0.0001154499,0.00006189254,0.00001465971,0.000004865937,0.00009531627,0.000002066101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985263,0.0001625812,0.00007979209,0.00002578228,0.000006146624,0.00002318999,0.00100499,0.000003072815,0.0001680331],"genre_scores_gemma":[0.9981568,0.0002152942,0.0001390455,0.00003536882,0.0000102407,0.00002952792,0.001211767,0.000002015934,0.000199865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06730425,"threshold_uncertainty_score":0.133825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3138531835","doi":"10.1136/fmch-2020-000610","title":"Communities and service providers address access to perinatal care in postconflict Northern Uganda: socialising evidence for participatory action","year":2021,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University","funders":"Grand Challenges Canada","keywords":"Service provider; Focus group; Participatory action research; Psychological intervention; Stakeholder; Service delivery framework; Nursing; Service (business); Business; Public relations; Medicine; Psychology; Economic growth; Political science; Marketing; Economics","authors":[{"name":"Loubna Belaid","is_ca":true},{"name":"Pamela Atim","is_ca":false},{"name":"Eunice Atim","is_ca":false},{"name":"Emmanuel Ochola","is_ca":false},{"name":"Martin Ogwang","is_ca":false},{"name":"Pontius Bayo","is_ca":false},{"name":"Janet Oola","is_ca":false},{"name":"Isaac Wonyima Okello","is_ca":false},{"name":"Iván Sarmiento","is_ca":true},{"name":"Laura Rojas‐Rozo","is_ca":true},{"name":"Kate Zinszer","is_ca":true},{"name":"Christina Zarowsky","is_ca":true},{"name":"Neil Andersson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3741511487190767,"gpt":0.482398261326951,"spread":0.1082471126078743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0675341,0.0007354895,0.0005916252,0.00207267,0.01427003,0.006754784,0.002869667,0.003637272,0.003296211],"category_scores_gemma":[0.08423404,0.0007998099,0.0005208694,0.001645938,0.01604254,0.006657122,0.01876354,0.002617334,0.0002596178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007007033,"about_ca_system_score_gemma":0.02592651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004549134,"about_ca_topic_score_gemma":0.009812967,"domain_scores_codex":[0.8918003,0.09892896,0.001364432,0.001491417,0.002535886,0.003879125],"domain_scores_gemma":[0.9141251,0.06730873,0.006179472,0.003595157,0.004379265,0.004412265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001283434,0.0002578267,0.01089119,0.002289851,0.00004699979,0.001624351,0.8491091,0.0005321768,0.0009466232,0.01126822,0.002805271,0.1201001],"study_design_scores_gemma":[0.0000959336,0.0005677287,0.009570697,0.00430842,0.00005342086,0.0005295933,0.9113545,0.0005816772,0.001088538,0.01632698,0.05547027,0.00005229995],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8663337,0.00983792,0.02066721,0.04673919,0.0005288072,0.004591694,0.00007197221,0.0001328313,0.05109667],"genre_scores_gemma":[0.9832733,0.001526294,0.01150801,0.0008789895,0.00003666606,0.001519831,0.00001451749,0.00001107488,0.001231292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0675341,"threshold_uncertainty_score":0.3571587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229052196","doi":"10.1136/fmch-2022-001606","title":"Culturally safe interventions in primary care for the management of chronic diseases of urban Indigenous People: a scoping review","year":2022,"lang":"en","type":"review","venue":"Family Medicine and Community Health","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Sherbrooke","funders":"","keywords":"Grey literature; Indigenous; Psychological intervention; PsycINFO; Health care; Mainstream; Medicine; Population; MEDLINE; Nursing; Cultural competence; Medical education; Family medicine; Psychology; Environmental health; Political science","authors":[{"name":"Marie-Ève Poitras","is_ca":true},{"name":"Vanessa T. Vaillancourt","is_ca":true},{"name":"Amanda Canapé","is_ca":true},{"name":"Amélie Boudreault","is_ca":true},{"name":"Kate Bacon","is_ca":true},{"name":"Sharon Hatcher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1259438268840144,"gpt":0.4486078893987825,"spread":0.3226640625147681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02042499,0.001379102,0.004174332,0.009951027,0.001868194,0.004260832,0.002020836,0.003242548,0.003539191],"category_scores_gemma":[0.07478867,0.0009272705,0.004798702,0.009072752,0.001592333,0.003356837,0.002799935,0.002044616,0.0003679451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00492761,"about_ca_system_score_gemma":0.02829518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0114485,"about_ca_topic_score_gemma":0.02134632,"domain_scores_codex":[0.9848304,0.008410552,0.003665387,0.0005805882,0.002081826,0.0004311677],"domain_scores_gemma":[0.9449272,0.04391084,0.005331272,0.0006722051,0.004656815,0.0005017438],"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":[0.0001212986,0.0001030442,0.0008106329,0.8287361,0.001524167,0.0001741724,0.002773324,0.0002044805,0.0001908373,0.001214155,0.002911867,0.161236],"study_design_scores_gemma":[0.00003768822,0.0001149469,0.001679938,0.9735744,0.00346067,0.0001505243,0.001567827,0.00006193628,0.00009156766,0.0003419505,0.01889903,0.00001953379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00114528,0.9960585,0.0001899004,0.0007721487,0.0002920506,0.0006394183,0.00006638134,0.000004875824,0.000831548],"genre_scores_gemma":[0.00809886,0.989238,0.0008140194,0.000464395,0.0001454135,0.001055689,0.00006930252,0.000003381672,0.0001108847],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02042499,"threshold_uncertainty_score":0.108019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2993787816","doi":"10.1136/fmch-2018-000089","title":"Improving sexual and reproductive health knowledge and practice in Mozambican families with media campaign and volunteer family health champions","year":2019,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research; Global Affairs Canada; International Development Research Centre; University of Saskatchewan","keywords":"Reproductive health; Family health; Family medicine; Psychology; Medicine; Nursing; Environmental health; Population","authors":[{"name":"Paulo Pires","is_ca":false},{"name":"Ronald Siemens","is_ca":true},{"name":"Martins Mupueleque","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0445674651622875,"gpt":0.3497909028487611,"spread":0.3052234376864736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001283575,0.0002918007,0.0001811778,0.0004907406,0.0005759543,0.0004014864,0.000281894,0.0002664138,0.003612788],"category_scores_gemma":[0.002227869,0.0001945516,0.0002188184,0.0003244318,0.0002676576,0.0002418419,0.000504769,0.0003144491,0.0002504469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006230806,"about_ca_system_score_gemma":0.001994222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02960965,"about_ca_topic_score_gemma":0.04560336,"domain_scores_codex":[0.9995608,0.0002032578,0.00001057245,0.00002945473,0.00004640664,0.0001494923],"domain_scores_gemma":[0.9992771,0.0001643314,0.0001790984,0.00003097904,0.0001137537,0.0002347964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002186097,0.008352637,0.65069,0.001272008,0.0001776338,0.0008303078,0.01882962,0.0004214667,0.00951283,0.0002378736,0.003566915,0.3039226],"study_design_scores_gemma":[0.000297978,0.004408709,0.9827649,0.000236329,0.00007061375,0.00009249378,0.004811455,0.0002517932,0.0009984395,0.00003677209,0.0060207,0.000009852125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978376,0.0001569756,0.00008357544,0.0002667735,0.000006264942,0.0002599267,0.0001044246,0.000009985069,0.001274625],"genre_scores_gemma":[0.9962177,0.0003230328,0.001039082,0.00009563587,0.00001518215,0.000568548,0.0001084195,0.000001983741,0.001630481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02960965,"threshold_uncertainty_score":0.05887461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200085409","doi":"10.1136/fmch-2021-001452","title":"Cash transfer during the COVID-19 pandemic: a multicentre, randomised controlled trial","year":2021,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Public Health Ontario; University of Toronto; NOSM University; St. Michael's Hospital","funders":"St. Michael's Hospital Foundation","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Randomized controlled trial; Demography; Pediatrics; Internal medicine; Disease","authors":[{"name":"Navindra Persaud","is_ca":true},{"name":"Kevin E. Thorpe","is_ca":true},{"name":"Michael Bedard","is_ca":true},{"name":"Stephen W. Hwang","is_ca":true},{"name":"Andrew D. Pinto","is_ca":true},{"name":"Peter Jüni","is_ca":true},{"name":"Bruno R. da Costa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2067347970865594,"gpt":0.463123005494295,"spread":0.2563882084077356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003808544,0.001830037,0.004099318,0.0007827444,0.000933191,0.001457857,0.001461448,0.003960048,0.01298946],"category_scores_gemma":[0.007084269,0.0007305472,0.002676275,0.0009444747,0.001601378,0.001744818,0.0009269429,0.002520361,0.000924091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002016007,"about_ca_system_score_gemma":0.003263876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004423001,"about_ca_topic_score_gemma":0.006689229,"domain_scores_codex":[0.9971685,0.001761294,0.0002243017,0.0003452369,0.0001844088,0.000316352],"domain_scores_gemma":[0.9972821,0.001038725,0.0007143826,0.000124364,0.0001702664,0.0006701545],"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":[0.984403,0.002891251,0.000205682,0.002550193,0.0007376753,0.00003285052,0.00005063233,0.0001429544,0.0002269699,0.00007980144,0.0004608959,0.00821807],"study_design_scores_gemma":[0.9831105,0.0156511,0.000420532,0.0001634203,0.0002534669,0.000008673465,0.00002108031,0.00008118465,0.00002817341,0.00005592279,0.0001998914,0.000006024728],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9308687,0.02486383,0.001440757,0.002942874,0.003484454,0.0306924,0.001941346,0.0002499465,0.003515776],"genre_scores_gemma":[0.9436435,0.007576453,0.00383847,0.00220663,0.00134154,0.03701372,0.00089831,0.00002031802,0.003461077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01298946,"threshold_uncertainty_score":0.04345405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283017128","doi":"10.1136/fmch-2022-001644","title":"Acceptability of a task sharing and shifting model between family physicians and physiotherapists in French multidisciplinary primary healthcare centres: a cross-sectional survey","year":2022,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Nursing Roles and 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":false},"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"Région Auvergne-Rhône-Alpes","keywords":"Medicine; Low back pain; Family medicine; Multidisciplinary approach; Cross-sectional study; Back pain; Physical therapy; Health care; Perception; Musculoskeletal pain; Alternative medicine; Psychology","authors":[{"name":"Amélie Kechichian","is_ca":false},{"name":"François Desmeules","is_ca":true},{"name":"Pauline Girard","is_ca":false},{"name":"Nicolas Pinsault","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1972529471358159,"gpt":0.4814579733730873,"spread":0.2842050262372714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004095001,0.000341143,0.0004360606,0.0008332887,0.0008887478,0.001465858,0.000555829,0.001110841,0.001862458],"category_scores_gemma":[0.007546359,0.0003466931,0.0004901072,0.000766089,0.0008077922,0.0008572874,0.0008454242,0.0006800353,0.0001941943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002896085,"about_ca_system_score_gemma":0.00190667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0495227,"about_ca_topic_score_gemma":0.04437287,"domain_scores_codex":[0.9966027,0.001594311,0.0002565997,0.0003297766,0.0006707995,0.000545819],"domain_scores_gemma":[0.9929578,0.002332483,0.002244296,0.0001780092,0.0008572129,0.001430204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001531286,0.0003802177,0.9732344,0.0002048958,0.0000574396,0.0004366265,0.01709958,0.00008267818,0.0004707544,0.00005821415,0.0005705749,0.00725138],"study_design_scores_gemma":[0.00001235196,0.0005901582,0.9781925,0.00005732437,0.00001352493,0.0003111681,0.0198099,0.0001568994,0.00005231973,0.00001141724,0.0007757456,0.00001673038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992022,0.0001895599,0.00004128569,0.0001683354,0.00000396384,0.00002720106,0.00007592204,0.00000212197,0.0002894818],"genre_scores_gemma":[0.9994518,0.0001538767,0.0000823557,0.0001277252,0.000005383188,0.00002584288,0.0000576856,9.02553e-7,0.00009449929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0495227,"threshold_uncertainty_score":0.0984689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387440449","doi":"10.1136/fmch-2023-002437","title":"Trustworthy evidence-based versus untrustworthy guidelines: detecting the difference","year":2023,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"Einstein Stiftung Berlin","keywords":"Trustworthiness; Health professionals; Psychology; Certainty; Evidence-based medicine; Health care; Scientific evidence; Computer science; Medicine; Social psychology; Alternative medicine; Political science; Epistemology; Mathematics; Law; Pathology; Statistics","authors":[{"name":"João Pedro Lima","is_ca":true},{"name":"Wimonchat Tangamornsuksan","is_ca":true},{"name":"Gordon Guyatt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7560419374799492,"gpt":0.5769581508986422,"spread":0.179083786581307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4780678,0.0006659733,0.002538676,0.01019831,0.003114628,0.01210852,0.002756998,0.005261029,0.001998964],"category_scores_gemma":[0.8625109,0.00126348,0.001951291,0.008748039,0.01509756,0.01837341,0.01328455,0.008617152,0.0003231684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008589075,"about_ca_system_score_gemma":0.01842229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003814923,"about_ca_topic_score_gemma":0.004685399,"domain_scores_codex":[0.3262363,0.4786649,0.09437046,0.01420526,0.08126983,0.005253346],"domain_scores_gemma":[0.06954838,0.7965463,0.08823208,0.02040755,0.02137545,0.003890228],"domain_codex":"methods","domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003093548,0.0006787754,0.3986947,0.01205503,0.006159065,0.0005211678,0.06202132,0.001784224,0.0009771868,0.1086766,0.01366479,0.3916736],"study_design_scores_gemma":[0.001863085,0.002718149,0.2689887,0.05049608,0.004809487,0.002335063,0.04436602,0.02360826,0.003035866,0.5534155,0.04348169,0.0008820782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5010915,0.06248844,0.1142171,0.2773416,0.003286172,0.004707327,0.001486359,0.0002718501,0.03510949],"genre_scores_gemma":[0.9440114,0.003006438,0.04421157,0.006814083,0.000435819,0.00114234,0.0001692394,0.00004503039,0.0001639373],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5219322,"threshold_uncertainty_score":0.6436353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3196826630","doi":"10.1136/fmch-2021-001144","title":"COVID-19 disruption to family medicine residency curriculum: results from a 2020 US programme directors survey","year":2021,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Health Services and Policy Research","funders":"HCA Healthcare","keywords":"Coronavirus disease 2019 (COVID-19); Curriculum; 2019-20 coronavirus outbreak; Medical education; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Family medicine; Medicine; Psychology; Pedagogy; Virology; Internal medicine; Infectious disease (medical specialty)","authors":[{"name":"Julia Fashner","is_ca":false},{"name":"Anthony Espinoza","is_ca":false},{"name":"Arch G. Mainous","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2635409886548205,"gpt":0.470394815650553,"spread":0.2068538269957326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004100169,0.0001607361,0.0001299671,0.0009366348,0.0003538089,0.0004830422,0.0003495962,0.0004041878,0.00267856],"category_scores_gemma":[0.01020871,0.0001807218,0.0002233116,0.001279196,0.0002516549,0.0005763771,0.001367413,0.0005961274,0.0005043292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008927198,"about_ca_system_score_gemma":0.001430697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01711597,"about_ca_topic_score_gemma":0.02298122,"domain_scores_codex":[0.9977464,0.001017563,0.0002299251,0.000138253,0.0005292679,0.0003385422],"domain_scores_gemma":[0.9903166,0.001831095,0.004533993,0.0002482786,0.001237318,0.001832736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005560317,0.0001449313,0.9914041,0.00005753367,0.00001205555,0.0000288771,0.0009187293,0.00005950735,0.0001218634,0.00001888713,0.001731472,0.005446306],"study_design_scores_gemma":[0.000003430049,0.00008608052,0.9979101,0.00001605832,0.000002542458,0.00002054411,0.001043647,0.00004497692,0.00003799407,0.000002473032,0.0008303213,0.000001796502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931055,0.0001841039,0.0001308001,0.0007388086,0.00001332896,0.0001168351,0.002975272,0.00001231782,0.002722933],"genre_scores_gemma":[0.9954508,0.0003049418,0.0002498894,0.0004233272,0.00003577182,0.0001670599,0.002558668,0.000004842016,0.000804678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01711597,"threshold_uncertainty_score":0.0340327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3199066141","doi":"10.1136/fmch-2020-000798","title":"Multimorbidity and clinical reasoning through the eyes of GPs: a qualitative study","year":2021,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":11,"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":"Context (archaeology); Thematic analysis; Qualitative research; Exploratory research; Global Positioning System; Cognition; Psychology; Medicine; Applied psychology; Computer science; Psychiatry; Sociology","authors":[{"name":"Claire Ritz","is_ca":false},{"name":"Julia Sader","is_ca":false},{"name":"Sarah Cairo Notari","is_ca":false},{"name":"Cédric Lanier","is_ca":false},{"name":"Nathalie Caire Fon","is_ca":true},{"name":"Mathieu Nendaz","is_ca":false},{"name":"Marie‐Claude Audétat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3016915154585408,"gpt":0.5551847459188142,"spread":0.2534932304602734,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009500761,0.0003728925,0.0006058545,0.001169486,0.005884075,0.003053433,0.001081284,0.001796713,0.00210536],"category_scores_gemma":[0.01736372,0.0005003185,0.0003696351,0.001692288,0.007549302,0.003256392,0.004889541,0.002104903,0.0001950284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005276787,"about_ca_system_score_gemma":0.005952832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0148122,"about_ca_topic_score_gemma":0.01799227,"domain_scores_codex":[0.9901292,0.007690851,0.0002296343,0.0004162028,0.0005870431,0.000947005],"domain_scores_gemma":[0.9836227,0.01333662,0.001037162,0.0003277322,0.000687854,0.0009880136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001506049,0.00001653087,0.002177227,0.0001209325,0.000002789151,0.0007229107,0.9934761,0.00001930457,0.0001766656,0.0004585074,0.0002170665,0.00259691],"study_design_scores_gemma":[0.000006263464,0.00003626825,0.001768169,0.0001757175,0.000004272998,0.0003599268,0.9924967,0.0000438252,0.00007443061,0.0003441557,0.004681631,0.000008613938],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885449,0.001320748,0.001728221,0.004383348,0.00005596042,0.000180408,0.0001043564,0.00001515797,0.003666887],"genre_scores_gemma":[0.9963694,0.0008448502,0.0007252761,0.0009126388,0.00001537236,0.0001512465,0.00002909594,0.00000825428,0.0009440336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0148122,"threshold_uncertainty_score":0.0502454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3187665602","doi":"10.1136/fmch-2020-000845","title":"Insights into the design, development and implementation of a novel digital health tool for skilled birth attendants to support quality maternity care in Kenya","year":2021,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Centre for Global Health Research","funders":"Merck","keywords":"Maternal health; Maternity care; Quality (philosophy); Sustainable development; Health care; Nursing; Business; Medicine; Economic growth; Environmental health; Political science; Economics; Population; Health services","authors":[{"name":"Linda Bartlett","is_ca":false},{"name":"Lisa Avery","is_ca":true},{"name":"Priya Ponnappan","is_ca":false},{"name":"Judith Chelangat","is_ca":false},{"name":"Jackline Cheruiyot","is_ca":false},{"name":"Rose Matthews","is_ca":false},{"name":"Mary Rocheleau","is_ca":false},{"name":"Mari Tikkanen","is_ca":false},{"name":"Mark Allen","is_ca":false},{"name":"Paul Amendola","is_ca":false},{"name":"Alain Labrique","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09174528888063765,"gpt":0.413270262087679,"spread":0.3215249732070414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003345699,0.0003933095,0.0001203739,0.0004114933,0.001253357,0.002448866,0.001121812,0.0008524591,0.003869451],"category_scores_gemma":[0.005590747,0.0002225031,0.0002195546,0.0002128409,0.001100281,0.001654855,0.001650899,0.0007815355,0.0005309965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582251,"about_ca_system_score_gemma":0.004546498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005875195,"about_ca_topic_score_gemma":0.01252057,"domain_scores_codex":[0.9983045,0.001026356,0.00007838022,0.00009770571,0.0002188211,0.0002741955],"domain_scores_gemma":[0.998327,0.0008582375,0.0001658125,0.00007817654,0.0002550017,0.000315814],"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":[0.0008354675,0.004232276,0.04567529,0.003309014,0.00008339208,0.005008789,0.07388854,0.005085592,0.06266212,0.03882546,0.0122952,0.7480989],"study_design_scores_gemma":[0.0006746043,0.00908646,0.07469936,0.006089369,0.0006357491,0.004352507,0.1819401,0.04374861,0.07859951,0.01501481,0.5847234,0.000435596],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8226081,0.001544958,0.09373085,0.01106906,0.0001862945,0.003414335,0.0002795376,0.0007007491,0.06646606],"genre_scores_gemma":[0.7948543,0.001403961,0.1872064,0.001186698,0.00001923762,0.0009359007,0.0001799155,0.00009095952,0.0141226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005875195,"threshold_uncertainty_score":0.01769394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229023779","doi":"10.1136/fmch-2021-001541","title":"Side effects and acceptability measures for thermal ablation as a treatment for cervical precancer in low-income and middle-income countries: a systematic review and meta-synthesis","year":2022,"lang":"en","type":"review","venue":"Family Medicine and Community Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's Health Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Observational study; CINAHL; Meta-analysis; MEDLINE; Cervical cancer; Systematic review; Family medicine; Internal medicine; Psychological intervention; Cancer; Psychiatry","authors":[{"name":"Evelyne Marie Piret","is_ca":true},{"name":"Beth A. Payne","is_ca":true},{"name":"Laurie Smith","is_ca":true},{"name":"Jessica Trawin","is_ca":true},{"name":"Jackson Orem","is_ca":false},{"name":"Gina Ogilvie","is_ca":true},{"name":"Carolyn Nakisige","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2370718516966805,"gpt":0.4555852904774096,"spread":0.2185134387807291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02847104,0.003220397,0.02046679,0.008948681,0.000755342,0.005152518,0.002295757,0.003001548,0.004722558],"category_scores_gemma":[0.07603795,0.001700142,0.03822239,0.008918495,0.001177051,0.002786124,0.002222311,0.002335411,0.0003023994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005897305,"about_ca_system_score_gemma":0.007543627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006268741,"about_ca_topic_score_gemma":0.01328074,"domain_scores_codex":[0.9765619,0.009903967,0.008113883,0.001479278,0.003433466,0.0005074965],"domain_scores_gemma":[0.9514151,0.03532184,0.008630094,0.0009812207,0.00335883,0.0002928932],"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":[0.0008953254,0.0000227474,0.0009843782,0.829149,0.1565683,0.00006715152,0.0001115915,0.0002413963,0.0001147529,0.0001298438,0.0004238258,0.01129174],"study_design_scores_gemma":[0.0007161502,0.0004245939,0.003251728,0.1979367,0.7932926,0.000171299,0.0001958529,0.0001874872,0.000239616,0.000343172,0.003194278,0.00004635723],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00312505,0.9929956,0.0005992596,0.0002774131,0.000189261,0.001615771,0.0008361983,0.00002197719,0.0003394867],"genre_scores_gemma":[0.100015,0.8855338,0.004213116,0.001101462,0.0003005316,0.007545071,0.0008254037,0.00002956208,0.0004361448],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02847104,"threshold_uncertainty_score":0.150571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3200000377","doi":"10.1136/fmch-2021-001150","title":"COVID-19 and beyond: how lessons and evidence from implementation research can benefit health systems’ response and preparedness for COVID-19 and future epidemics","year":2021,"lang":"en","type":"review","venue":"Family Medicine and Community Health","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"International Development Research Centre","funders":"Canadian Institutes of Health Research; Global Affairs Canada; International Development Research Centre","keywords":"Preparedness; Pandemic; Coronavirus disease 2019 (COVID-19); Economic growth; Public health; Political science; Health equity; Business; Environmental health; Development economics; Public relations; Medicine; Economics; Disease; Infectious disease (medical specialty); Nursing","authors":[{"name":"Nafissatou Diop","is_ca":true},{"name":"Montasser Kamal","is_ca":true},{"name":"Marie Claude Renaud","is_ca":true},{"name":"Sana Naffa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5735551629421098,"gpt":0.608708262389678,"spread":0.03515309944756817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2522221,0.003285791,0.004148103,0.007518263,0.003605624,0.02294945,0.008264889,0.01662813,0.01395696],"category_scores_gemma":[0.3478549,0.001416776,0.004181646,0.006695924,0.02030186,0.04354058,0.01464283,0.02451541,0.002721921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01885648,"about_ca_system_score_gemma":0.08238698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01772975,"about_ca_topic_score_gemma":0.02382364,"domain_scores_codex":[0.8318576,0.138521,0.00699176,0.004444034,0.01093526,0.007250437],"domain_scores_gemma":[0.5238041,0.4193781,0.007985976,0.01696149,0.02296971,0.008900643],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007003935,0.0009852253,0.006076092,0.03257447,0.001253193,0.0008067617,0.009128374,0.004348154,0.0004421893,0.484031,0.1144856,0.3451685],"study_design_scores_gemma":[0.0007143838,0.001083836,0.004211146,0.1126549,0.0009064724,0.0002578578,0.01394018,0.00253966,0.0009911695,0.5809987,0.2814037,0.0002980717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00266397,0.129562,0.01164936,0.8322697,0.006955159,0.0006253378,0.0005514931,0.0001897903,0.01553322],"genre_scores_gemma":[0.221049,0.4141825,0.1120677,0.2347881,0.009493909,0.003277922,0.001097904,0.0004264094,0.003616497],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7477779,"threshold_uncertainty_score":0.9221433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296071802","doi":"10.1136/fmch-2021-001175","title":"Medical, behavioural and social preconception and interconception risk factors among pregnancy planning and recently pregnant Canadian women","year":2022,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; Canadian Forces College; Hospital for Sick Children; Public Health Ontario; University of Toronto; University of Alberta; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Pregnancy; Obstetrics; Medicine; Psychology; Gynecology; Environmental health; Demography; Sociology","authors":[{"name":"Cindy‐Lee Dennis","is_ca":true},{"name":"Alessandra Prioreschi","is_ca":false},{"name":"Hilary K. Brown","is_ca":true},{"name":"Sarah Brennenstuhl","is_ca":true},{"name":"Rhonda C. Bell","is_ca":true},{"name":"Stephanie A. Atkinson","is_ca":true},{"name":"Dragana Misita","is_ca":true},{"name":"Flavia Marini","is_ca":true},{"name":"Sarah Carsley","is_ca":true},{"name":"Nilusha Jiwani-Ebrahim","is_ca":false},{"name":"Catherine S. Birken","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09340669155960948,"gpt":0.3506063912836155,"spread":0.257199699724006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004477698,0.0002728741,0.0002405305,0.00127933,0.002726706,0.0006844453,0.0006799881,0.0002832621,0.002239396],"category_scores_gemma":[0.001815724,0.000274789,0.0003385438,0.002756166,0.0004744136,0.000239709,0.0004750492,0.000470199,0.000139524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01087449,"about_ca_system_score_gemma":0.01766269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879094,"about_ca_topic_score_gemma":0.9892229,"domain_scores_codex":[0.9995432,0.00002912567,0.00002360156,0.00006668801,0.0001822623,0.0001551028],"domain_scores_gemma":[0.9992988,0.00005589905,0.0002070613,0.00002071259,0.000223293,0.000194326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004010534,0.00002446506,0.9891065,0.00006202563,0.00002123272,0.00008884879,0.001530411,0.00005518251,0.0001501194,0.00009348751,0.000880366,0.007947374],"study_design_scores_gemma":[0.000003321095,0.00001998053,0.9969617,0.00004942571,0.0000133401,0.00009949735,0.00180941,0.0001282114,0.00003399241,0.00002672406,0.0008460525,0.000008287686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931024,0.001230252,0.00009109673,0.0004740357,0.0000124446,0.00005447109,0.001906427,0.000008279448,0.003120535],"genre_scores_gemma":[0.9972584,0.0009913663,0.0002582735,0.00007676075,0.000006438853,0.00002473878,0.0006771843,0.00000232954,0.0007045162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01209062,"threshold_uncertainty_score":0.07890034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394760697","doi":"10.1136/fmch-2023-002625","title":"Implications of conscious AI in primary healthcare","year":2024,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Mila - Quebec Artificial Intelligence Institute; Jewish General Hospital; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada","keywords":"Health care; Consciousness; Conversation; Scarcity; Primary care; Psychology; Primary health care; Resource (disambiguation); Medicine; Computer science; Political science; Economics; Communication","authors":[{"name":"Dorsai Ranjbari","is_ca":true},{"name":"Samira Abbasgholizadeh Rahimi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3072444200480814,"gpt":0.498394978660359,"spread":0.1911505586122775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0206035,0.0003264177,0.0006664107,0.001358697,0.007214373,0.008082774,0.002417585,0.01737331,0.003863914],"category_scores_gemma":[0.07914978,0.0004223035,0.001200495,0.001239454,0.04701936,0.01030537,0.005551765,0.01992795,0.0005056233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01260825,"about_ca_system_score_gemma":0.01675403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01272048,"about_ca_topic_score_gemma":0.01242804,"domain_scores_codex":[0.9655699,0.02492791,0.001704094,0.002112256,0.003720079,0.001965787],"domain_scores_gemma":[0.8789464,0.1053393,0.004330432,0.002132764,0.006297398,0.002953788],"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":[0.00006242082,0.00002804152,0.001062331,0.001339,0.00003324377,0.001254245,0.05194472,0.0001869854,0.0001086764,0.8405395,0.0771162,0.02632465],"study_design_scores_gemma":[0.00006254679,0.00006358232,0.002705032,0.007330979,0.00005230348,0.001307021,0.03896889,0.0002960053,0.000210378,0.6192445,0.3296756,0.00008320154],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002402583,0.01795227,0.0009036369,0.9627789,0.003291939,0.00001477559,0.00002183916,0.000007417599,0.01262663],"genre_scores_gemma":[0.3768232,0.0265042,0.001370055,0.5813156,0.01125848,0.0001202146,0.00002729023,0.00002200923,0.002558814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0206035,"threshold_uncertainty_score":0.1089631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321503863","doi":"10.1136/fmch-2022-002112","title":"Nutrition risk varies according to social network type: data from the Canadian Longitudinal Study on Aging","year":2023,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo; Research Institute for Aging; Queen's University","funders":"Canadian Institutes of Health Research; Queen's University; Government of Canada; Centrum för Medicinsk Teknik och Fysik; University of Guelph","keywords":"Longitudinal data; Gerontology; Longitudinal study; Psychology; Social network (sociolinguistics); Demography; Environmental health; Medicine; Sociology; Mathematics; Statistics; Computer science; World Wide Web","authors":[{"name":"Christine Marie Mills","is_ca":true},{"name":"Heather Keller","is_ca":true},{"name":"Vincent DePaul","is_ca":true},{"name":"Catherine Donnelly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4201392847093148,"gpt":0.4892441377437182,"spread":0.06910485303440339,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001207246,0.0003722211,0.0004654122,0.002573861,0.00220727,0.0008055722,0.001167344,0.0003529039,0.002194462],"category_scores_gemma":[0.004082013,0.0002455637,0.0006788636,0.005829806,0.0002835153,0.0003861228,0.0009682397,0.0004924609,0.0002651158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008795693,"about_ca_system_score_gemma":0.01133188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9823485,"about_ca_topic_score_gemma":0.9905572,"domain_scores_codex":[0.9989501,0.00008396868,0.00007178279,0.0001445336,0.0004860998,0.0002635017],"domain_scores_gemma":[0.9972193,0.0001536763,0.0006334674,0.0000973294,0.001472484,0.000423603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008208518,0.00002058977,0.9930509,0.00007324155,0.000112989,0.00002086067,0.0003970517,0.00005634916,0.00006109647,0.00007970192,0.002741706,0.003303369],"study_design_scores_gemma":[0.000006501381,0.0000090809,0.9982913,0.00003681783,0.00003981966,0.00001430505,0.0003852154,0.00009289668,0.00002067753,0.00002200209,0.001075537,0.000005775878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316686,0.001885429,0.0003895005,0.0007443909,0.00003997857,0.0001922292,0.05896151,0.00002469547,0.006093609],"genre_scores_gemma":[0.9753577,0.001220095,0.000662377,0.0001823807,0.00001516376,0.0001344736,0.02126898,0.00001045551,0.001148343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0176515,"threshold_uncertainty_score":0.0638175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406900731","doi":"10.1136/fmch-2024-003115","title":"Impact of changes in primary care attachment: a scoping review","year":2025,"lang":"en","type":"review","venue":"Family Medicine and Community Health","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; Western University; Institut du Savoir Montfort","funders":"Faculty of Medicine, University of Ottawa; Institut du savoir Montfort-Recherche; University of Ottawa","keywords":"Critical appraisal; Checklist; Scopus; Health care; Equity (law); Systematic review; Inclusion (mineral); Psychology; Nursing; Medicine; MEDLINE; Family medicine; Political science; Alternative medicine; Social psychology","authors":[{"name":"Antoine St-Amant","is_ca":true},{"name":"Kamila Premji","is_ca":true},{"name":"Jonathan Fitzsimon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2897222400056566,"gpt":0.5910738346493664,"spread":0.3013515946437098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03418959,0.001706092,0.00474178,0.02243821,0.002016267,0.007493933,0.002390359,0.003897941,0.004086033],"category_scores_gemma":[0.1485502,0.002032047,0.007983398,0.02443422,0.002160081,0.005592714,0.004107233,0.002821499,0.0005222841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008538592,"about_ca_system_score_gemma":0.02753069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01175387,"about_ca_topic_score_gemma":0.02711659,"domain_scores_codex":[0.9695817,0.01110923,0.01038009,0.001794596,0.006349951,0.0007844654],"domain_scores_gemma":[0.8691775,0.09984698,0.01696382,0.001951224,0.01132888,0.0007315858],"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":[0.0001491707,0.00004443967,0.002107146,0.8210161,0.003784782,0.0002428837,0.001525599,0.0002886538,0.0001493143,0.001143161,0.005460791,0.164088],"study_design_scores_gemma":[0.00002482305,0.00006505659,0.003123941,0.9709698,0.006711044,0.0002375515,0.0007498841,0.00006462873,0.00008729576,0.0004020495,0.01754082,0.00002313822],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009014865,0.9959453,0.0002694923,0.0009345814,0.0003116081,0.0005465407,0.0002561759,0.000008105161,0.0008268164],"genre_scores_gemma":[0.009967995,0.9870636,0.0007325694,0.0007042384,0.0001424463,0.001055458,0.0002189961,0.000006308473,0.0001082251],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03418959,"threshold_uncertainty_score":0.180814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3213457579","doi":"10.1136/fmch-2021-001031","title":"Critical social framework on the determinants of primary healthcare access and utilisation","year":2021,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Mainstream; Health care; Critical realism (philosophy of perception); Sociology; Empowerment; Public relations; Epistemology; Realism; Political science","authors":[{"name":"Mohammad Hamiduzzaman","is_ca":false},{"name":"Anita De Bellis","is_ca":false},{"name":"Wendy Abigail","is_ca":false},{"name":"Amber J. Fletcher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1796759558338015,"gpt":0.4432717476967802,"spread":0.2635957918629787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01038309,0.001119002,0.0004330369,0.006620214,0.007247844,0.01051859,0.001699861,0.002223938,0.005100985],"category_scores_gemma":[0.01534224,0.0003656034,0.0005267755,0.002787741,0.05962802,0.01010252,0.0102057,0.002929284,0.0002276253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01575556,"about_ca_system_score_gemma":0.01112187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007529418,"about_ca_topic_score_gemma":0.005055351,"domain_scores_codex":[0.9883016,0.008351607,0.0002741794,0.0006233171,0.001237306,0.001212045],"domain_scores_gemma":[0.9796764,0.01585884,0.00150115,0.00062498,0.001341993,0.0009966514],"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":[0.00001419598,0.0000296903,0.001384236,0.00009022573,0.000009389764,0.0002716458,0.05470311,0.0004419792,0.00009649456,0.93867,0.0005657066,0.003723319],"study_design_scores_gemma":[0.00002054528,0.00006319948,0.002792204,0.0004506017,0.00002124329,0.0004181324,0.1184602,0.001713624,0.0002876649,0.8305389,0.04520259,0.00003114422],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3053264,0.006074617,0.0824204,0.1194284,0.0005626534,0.0005869704,0.0002855658,0.0001012938,0.4852137],"genre_scores_gemma":[0.9927545,0.0009167316,0.003165058,0.0007091134,0.0001017238,0.0001590581,0.00002614057,0.00001992996,0.002147644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01575556,"threshold_uncertainty_score":0.1143152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3189386893","doi":"10.1136/fmch-2021-000994","title":"“We have either obsolete knowledge, obsolete equipment or obsolete skills”: policy-makers and clinical managers’ views on maternal health delivery in rural Nigeria","year":2021,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Global Affairs Canada; University of Ottawa","funders":"International Development Research Centre","keywords":"Service delivery framework; Government (linguistics); Health care; Service (business); Public relations; Qualitative research; Nursing; Quality (philosophy); Business; Medicine; Medical education; Psychology; Marketing; Political science; Economic growth; Sociology; Economics","authors":[{"name":"Ogochukwu Udenigwe","is_ca":true},{"name":"Friday Okonofua","is_ca":false},{"name":"Lorretta Ntoimo","is_ca":false},{"name":"Wilson Imongan","is_ca":false},{"name":"Brian Igboin","is_ca":false},{"name":"Sanni Yaya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1064975386781133,"gpt":0.424257247473018,"spread":0.3177597087949048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01442197,0.0002862159,0.0003513371,0.0006830374,0.007980849,0.00669942,0.000851199,0.002152766,0.001827486],"category_scores_gemma":[0.01674663,0.0005229204,0.000171073,0.0008581689,0.01174858,0.003586551,0.003589345,0.003206405,0.0002127831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005331662,"about_ca_system_score_gemma":0.01124343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006110068,"about_ca_topic_score_gemma":0.007869846,"domain_scores_codex":[0.986365,0.01034256,0.000527301,0.0003529717,0.0009232137,0.001488976],"domain_scores_gemma":[0.987352,0.007489054,0.002737729,0.0001453672,0.0007016583,0.001574212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005559546,0.00005620941,0.0202082,0.0002790552,0.00000930451,0.002207985,0.9585739,0.00008624033,0.001187309,0.007463241,0.001449823,0.008423151],"study_design_scores_gemma":[0.000003016791,0.00004020466,0.003092318,0.0002181366,0.000003914915,0.0002737285,0.9901009,0.00004132537,0.0001040443,0.0005584533,0.005555492,0.000008538161],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482206,0.002632931,0.0006412826,0.0403535,0.0001270013,0.00004370818,0.00001514979,0.000006085124,0.007959696],"genre_scores_gemma":[0.9957305,0.001251774,0.000239158,0.001942201,0.00002426302,0.00002193621,0.000004480528,0.000003438899,0.0007822489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01442197,"threshold_uncertainty_score":0.07627159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394753540","doi":"10.1136/fmch-2024-002790","title":"Storylines of family medicine III: core principles—primary care, systems and family","year":2024,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"Primary care; Scope (computer science); Family medicine; Scope of practice; Value (mathematics); Medicine; Nursing; Health care; Medical education; Psychology; Political science; Computer science","authors":[{"name":"William Ventres","is_ca":false},{"name":"Leslie A Stone","is_ca":false},{"name":"Timothy A Joslin","is_ca":false},{"name":"John Saultz","is_ca":false},{"name":"Sommer Aldulaimi","is_ca":true},{"name":"Paul Gordon","is_ca":true},{"name":"John Lane","is_ca":false},{"name":"Eric R. Lee","is_ca":false},{"name":"Jacob Prunuske","is_ca":true},{"name":"Limor Gildenblatt","is_ca":false},{"name":"Michael H Friedman","is_ca":false},{"name":"Colleen T. Fogarty","is_ca":false},{"name":"Susan H. McDaniel","is_ca":false},{"name":"Tessa Rohrberg","is_ca":true},{"name":"Amy Odom","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2819639942338056,"gpt":0.4735946014356151,"spread":0.1916306072018095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002086963,0.0005572055,0.0003140868,0.0004880181,0.005167204,0.004629037,0.0006959049,0.003035277,0.006004828],"category_scores_gemma":[0.006573273,0.0002068827,0.0003659186,0.0004855363,0.007670011,0.003910993,0.002403242,0.006068657,0.0008830215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003139645,"about_ca_system_score_gemma":0.001687143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005203961,"about_ca_topic_score_gemma":0.007652223,"domain_scores_codex":[0.9983047,0.001151429,0.00003495907,0.00008966273,0.0002245873,0.0001946295],"domain_scores_gemma":[0.996985,0.002125973,0.0001920236,0.00008588213,0.0002224401,0.0003885459],"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":[0.00004749508,0.00003372112,0.0004578366,0.0001694605,0.000005512024,0.0006993426,0.07803711,0.00008911972,0.0002585591,0.1127421,0.7885187,0.01894094],"study_design_scores_gemma":[0.00000584369,0.00003015371,0.0009877068,0.0003119314,0.000002076021,0.0005102711,0.03236342,0.00008445646,0.0001289036,0.01399111,0.9515731,0.00001102234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01567325,0.02919977,0.005328766,0.7769935,0.02670032,0.0001375915,0.000202876,0.0001162727,0.1456478],"genre_scores_gemma":[0.4485645,0.01900928,0.006017793,0.1985032,0.02120968,0.0008214799,0.0002007173,0.0002093038,0.3054641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006004828,"threshold_uncertainty_score":0.02277982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399135677","doi":"10.1136/fmch-2023-002626","title":"Performance of generative pre-trained transformers (GPTs) in Certification Examination of the College of Family Physicians of Canada","year":2024,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Jewish General Hospital; Canadian Institute for Advanced Research; McGill University; Saskatchewan Health Authority; McGill University Health Centre; Mila - Quebec Artificial Intelligence Institute; Saskatchewan Health; University of Saskatchewan","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada","keywords":"Certification; Logistic regression; Medical school; Medicine; Medical education; Family medicine; Mathematics; Internal medicine; Political science","authors":[{"name":"Mehdi Mousavi","is_ca":true},{"name":"Shabnam Shafiee","is_ca":true},{"name":"Jason M. Harley","is_ca":true},{"name":"Jackie Chi Kit Cheung","is_ca":true},{"name":"Samira Abbasgholizadeh Rahimi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1669237254155756,"gpt":0.3973337135532156,"spread":0.2304099881376399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02154715,0.000597427,0.000584439,0.001355476,0.0007831898,0.001620453,0.001416764,0.0006727329,0.003950031],"category_scores_gemma":[0.123354,0.0004454177,0.0008136495,0.0009686895,0.001348888,0.001069056,0.002131019,0.0009308649,0.001462905],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00586003,"about_ca_system_score_gemma":0.01130122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1206691,"about_ca_topic_score_gemma":0.1526414,"domain_scores_codex":[0.9828841,0.009362658,0.001115975,0.001870121,0.003804195,0.0009629338],"domain_scores_gemma":[0.8753332,0.07683377,0.01320644,0.005785598,0.02273927,0.006101699],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002161131,0.0007850215,0.7534749,0.0004975752,0.0001213967,0.0002878643,0.01444865,0.005125588,0.002130304,0.0006098616,0.008213436,0.2121443],"study_design_scores_gemma":[0.0002178202,0.004031586,0.9294168,0.0003281037,0.0001324565,0.0005361162,0.007084453,0.04074284,0.006704761,0.001084262,0.009506183,0.0002145434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990484,0.0001512904,0.00310074,0.0005085361,0.00005298018,0.0006182807,0.0007078868,0.0004073081,0.003969007],"genre_scores_gemma":[0.9927434,0.0001085088,0.004415334,0.0001524936,0.00002095014,0.0002322155,0.0007376305,0.00004185937,0.001547716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.99414,"threshold_uncertainty_score":0.2399335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281701140","doi":"10.1136/fmch-2022-001667","title":"Patient experience of residents with restricted primary care access during the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Family Medicine","funders":"Japan Society for the Promotion of Science","keywords":"Primary care; Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Telemedicine; Family medicine; Population; Confounding; Telehealth; Health care; Environmental health; Internal medicine; Disease","authors":[{"name":"Takuya Aoki","is_ca":false},{"name":"Yasuki Fujinuma","is_ca":true},{"name":"Masato Matsushima","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1463061508672324,"gpt":0.4282867557469148,"spread":0.2819806048796824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004827503,0.0001329377,0.0002595047,0.0003602986,0.0003816498,0.0004171256,0.0002236687,0.0003905443,0.00189156],"category_scores_gemma":[0.002986493,0.0001431467,0.0002559986,0.0004188641,0.0002814807,0.000384877,0.000534895,0.0004690259,0.0001364812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003211664,"about_ca_system_score_gemma":0.0004205423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007544213,"about_ca_topic_score_gemma":0.01197715,"domain_scores_codex":[0.9994857,0.0001703616,0.00005437426,0.00006030489,0.00009735265,0.0001319068],"domain_scores_gemma":[0.9980382,0.0002863484,0.001040559,0.00005022544,0.000188706,0.0003959278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006726881,0.0000458328,0.9957011,0.00003133826,0.00004018555,0.000268737,0.001041826,0.00003989412,0.0001617869,0.000008425519,0.0002677043,0.002325986],"study_design_scores_gemma":[0.000004296974,0.000125961,0.9966514,0.00001433326,0.00001400229,0.0005384663,0.002316126,0.0001050867,0.00003278473,0.000008794421,0.0001835589,0.000005299283],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994224,0.0001085917,0.00002012137,0.00007836449,0.000003258745,0.000003998486,0.0001068872,0.000001586543,0.0002547868],"genre_scores_gemma":[0.9997553,0.00005709225,0.00002769907,0.00002972841,0.000005062428,0.000003532955,0.00007065904,3.04086e-7,0.00005059448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007544213,"threshold_uncertainty_score":0.01500064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992173541","doi":"10.1136/fmch-2019-000182","title":"From potential to practice: how accelerating access to HPV tests and screen and treat programmes can help eliminate cervical cancer","year":2019,"lang":"en","type":"review","venue":"Family Medicine and Community Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Cervical cancer; Medicine; HPV vaccines; Vaccination; Cancer; Test (biology); Family medicine; Business; HPV infection; Immunology; Internal medicine","authors":[{"name":"William Cherniak","is_ca":true},{"name":"Nikki Tyler","is_ca":false},{"name":"Kriti Arora","is_ca":false},{"name":"Ilana Lapidos‐Salaiz","is_ca":false},{"name":"Emma Sczudlo","is_ca":false},{"name":"Amy Lin","is_ca":false},{"name":"Matthew D. Barnhart","is_ca":false},{"name":"John Flanigan","is_ca":false},{"name":"Shannon L. Silkensen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3220196743764913,"gpt":0.5284769833068522,"spread":0.2064573089303609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03658059,0.001047245,0.0006531159,0.001592575,0.002812918,0.0159481,0.003238953,0.006410688,0.02037938],"category_scores_gemma":[0.07465143,0.0006737367,0.001473346,0.001411779,0.007787603,0.01274223,0.008705675,0.00541922,0.00695611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006714798,"about_ca_system_score_gemma":0.02473843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003820048,"about_ca_topic_score_gemma":0.006496675,"domain_scores_codex":[0.949413,0.03864688,0.001367917,0.002306426,0.006085967,0.002179869],"domain_scores_gemma":[0.948266,0.03212954,0.002960317,0.004591492,0.007122878,0.00492965],"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":[0.0003943457,0.0009727149,0.009830272,0.007113254,0.0003582321,0.0006002097,0.008370139,0.005191201,0.00141109,0.2507413,0.1197034,0.5953138],"study_design_scores_gemma":[0.0003791649,0.00166605,0.003946435,0.01182491,0.0003794176,0.0006318307,0.01440906,0.003258101,0.00256025,0.3978413,0.5629578,0.0001456917],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02349222,0.03510517,0.08201198,0.6501079,0.004636387,0.001683476,0.0005198086,0.000665446,0.2017775],"genre_scores_gemma":[0.6103039,0.05932374,0.1876485,0.1093605,0.001709453,0.002257395,0.0004392034,0.0005154797,0.02844193],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03658059,"threshold_uncertainty_score":0.193459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283274142","doi":"10.1136/fmch-2021-001481","title":"Transitions in health service use among women with poor mental health: a 7-year follow-up","year":2022,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Mental Health Treatment and Access","field":"Psychology","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":"University of Queensland; Australian Government","keywords":"Mental health; Latent class model; Sample (material); Mental health service; Quarter (Canadian coin); Medicine; Service (business); Longitudinal study; Psychology; Gerontology; Psychiatry; Geography; Computer science","authors":[{"name":"Xenia Dolja‐Gore","is_ca":false},{"name":"Deborah Loxton","is_ca":false},{"name":"Catherine D’Este","is_ca":false},{"name":"Julie Byles","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1001553420791791,"gpt":0.3852624076659752,"spread":0.2851070655867961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001302102,0.0002956277,0.000541009,0.001408528,0.001584387,0.0009059583,0.0006189166,0.0008584874,0.001338346],"category_scores_gemma":[0.002697417,0.0004462422,0.001328495,0.00154884,0.0003677121,0.001408454,0.001683762,0.001324838,0.0006295309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001514167,"about_ca_system_score_gemma":0.001245851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05583425,"about_ca_topic_score_gemma":0.0592043,"domain_scores_codex":[0.9994578,0.0001073821,0.0000542112,0.00008639592,0.0001024024,0.0001919479],"domain_scores_gemma":[0.9989813,0.00008653536,0.0003287208,0.00006864181,0.000294982,0.000239874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002960789,0.0002572132,0.9937406,0.00002487625,0.00006598636,0.0002445689,0.001430397,0.00005193395,0.0001452633,0.00001892778,0.0004874941,0.003236565],"study_design_scores_gemma":[0.00001005295,0.0002172784,0.9974235,0.00001607385,0.00003510758,0.00009921959,0.001722329,0.00009200603,0.00004627973,0.00001721644,0.0003132302,0.000007832693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974024,0.0001490194,0.00008001339,0.0001057852,0.000007595534,0.00007230344,0.001756111,0.000007616281,0.000419132],"genre_scores_gemma":[0.9963569,0.0001964683,0.0001651694,0.00007322653,0.000009318556,0.0001301585,0.002422108,0.000004964827,0.0006416863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05583425,"threshold_uncertainty_score":0.1110185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2401353831","doi":"10.15212/fmch.2016.0103","title":"Conversations in accountability: Perspectives from three charities","year":2016,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Global Maternal and Child Health","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":"York University","funders":"","keywords":"Accountability; Political science; Psychology; Sociology; Public administration; Law","authors":[{"name":"David C. Kirsch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09376885262147913,"gpt":0.3624228749072685,"spread":0.2686540222857894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04787835,0.001075327,0.00132604,0.003537894,0.05631992,0.01490378,0.004115306,0.009445538,0.00368649],"category_scores_gemma":[0.08191985,0.00144842,0.001299167,0.003453614,0.02421139,0.0127346,0.02708984,0.02266074,0.000522826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02122826,"about_ca_system_score_gemma":0.01909216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03020445,"about_ca_topic_score_gemma":0.02883727,"domain_scores_codex":[0.8765599,0.1018471,0.002455418,0.002345814,0.004249826,0.01254193],"domain_scores_gemma":[0.8414182,0.09986812,0.0138973,0.003340205,0.01323634,0.02823985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003936531,0.00004643868,0.002258844,0.00008227172,0.000007368226,0.0008148436,0.9916798,0.00004603943,0.0002143407,0.001825723,0.001041003,0.001943946],"study_design_scores_gemma":[0.000002976298,0.00002207306,0.0005755082,0.00009404694,0.000002496597,0.0002189915,0.9920198,0.0000609612,0.0001104173,0.0004240245,0.006445943,0.0000227083],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9186484,0.001348161,0.003623758,0.05815284,0.0007457891,0.0002403107,0.0001159384,0.00007535839,0.0170495],"genre_scores_gemma":[0.989706,0.0005304589,0.001134843,0.006287681,0.0001373284,0.0002023472,0.00002930519,0.00004919828,0.001922776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05631992,"threshold_uncertainty_score":0.253208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206402988","doi":"10.1136/fmch-2021-001553","title":"Staying psychologically safe as a doctor during the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","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 Calgary","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Medical emergency; Face (sociological concept); Medicine; Infectious disease (medical specialty); Virology; Sociology","authors":[{"name":"Jill Benson","is_ca":false},{"name":"Roger Sexton","is_ca":false},{"name":"Christopher Dowrick","is_ca":false},{"name":"Christine Gibson","is_ca":true},{"name":"Christos Lionis","is_ca":false},{"name":"Joana Gomes","is_ca":false},{"name":"Maria Bakola","is_ca":false},{"name":"Abdullah Dukhail Al-Khathami","is_ca":false},{"name":"Shimnaz Nazeer","is_ca":false},{"name":"Alkisti Igoumenaki","is_ca":false},{"name":"Jinan Usta","is_ca":false},{"name":"Bruce Arroll","is_ca":false},{"name":"Evelyn van Weel‐Baumgarten","is_ca":false},{"name":"Claudia W Allen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3485351019346948,"gpt":0.5419448242012711,"spread":0.1934097222665763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002070802,0.0001756029,0.0003636073,0.0003131214,0.005962112,0.002708184,0.0005145035,0.002113072,0.003485002],"category_scores_gemma":[0.01584359,0.0002404706,0.0002611525,0.0003382337,0.002370616,0.002319731,0.003884314,0.006905349,0.0006308408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001759707,"about_ca_system_score_gemma":0.004694438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00837756,"about_ca_topic_score_gemma":0.02312225,"domain_scores_codex":[0.997399,0.001175178,0.00009026331,0.0001394808,0.0004420326,0.0007540326],"domain_scores_gemma":[0.9944523,0.0008396818,0.0007907196,0.0001101867,0.0004451243,0.003361909],"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":[0.0004395921,0.001035401,0.17826,0.001501931,0.0002590651,0.008791058,0.274128,0.0003081248,0.002672312,0.00894719,0.2978506,0.2258067],"study_design_scores_gemma":[0.00007805899,0.000974555,0.2839885,0.005016615,0.0001040715,0.01094014,0.4988074,0.0003423254,0.0004462106,0.009982727,0.1891365,0.0001828532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5329366,0.02197502,0.00169299,0.3866239,0.01007132,0.000128377,0.0003005471,0.00007505181,0.04619627],"genre_scores_gemma":[0.9315904,0.01466428,0.0008710759,0.04591921,0.003460711,0.0001018418,0.0001379564,0.00003688953,0.003217696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00837756,"threshold_uncertainty_score":0.01665759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394753639","doi":"10.1136/fmch-2024-002827","title":"Storylines of family medicine XI: professional identity formation—nurturing one’s own story","year":2024,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Middlesex London Health Unit; Centre for Family Medicine","funders":"American Academy of Family Physicians Foundation","keywords":"Identity (music); Accountability; Psychology; Pedagogy; Sociology; Law; Political science; Aesthetics","authors":[{"name":"William Ventres","is_ca":false},{"name":"Leslie A Stone","is_ca":false},{"name":"Hamish Wilson","is_ca":false},{"name":"Sumi M. Sexton","is_ca":false},{"name":"David J. Doukas","is_ca":true},{"name":"Jessica P. Cerdeña","is_ca":true},{"name":"David M. Kelley","is_ca":false},{"name":"Michael D. Fetters","is_ca":false},{"name":"J Haney","is_ca":false},{"name":"John Frey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2523762101675093,"gpt":0.5029779367052489,"spread":0.2506017265377396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002498734,0.0005243621,0.0003411244,0.0005677904,0.008354174,0.004617142,0.0008228092,0.003050162,0.006633171],"category_scores_gemma":[0.01154443,0.0002249258,0.0003384694,0.0004554474,0.00944548,0.005718693,0.004059276,0.005774136,0.001241205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003189921,"about_ca_system_score_gemma":0.001622782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002220047,"about_ca_topic_score_gemma":0.003104615,"domain_scores_codex":[0.9965659,0.002577259,0.00005422659,0.0001311203,0.0003754323,0.0002962147],"domain_scores_gemma":[0.9945873,0.003342572,0.0004138481,0.0001584865,0.0004086839,0.001089039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006249596,0.00005099726,0.000895768,0.0001864336,0.000007416375,0.002061022,0.541179,0.0001028512,0.000607172,0.1003892,0.3382149,0.01624275],"study_design_scores_gemma":[0.000006614184,0.00005291991,0.001120238,0.0003863881,0.00000333339,0.001463457,0.1835301,0.0001066723,0.0004370933,0.007793224,0.8050799,0.00002005765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1102596,0.01787316,0.006911438,0.586794,0.01588534,0.0002205302,0.0003879649,0.0002202735,0.2614477],"genre_scores_gemma":[0.8049701,0.008598945,0.003397984,0.04323603,0.004252473,0.0003733833,0.0001883854,0.0001767634,0.1348059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008354174,"threshold_uncertainty_score":0.0231446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391234960","doi":"10.1136/fmch-2023-002655","title":"Liver abnormalities following SARS-CoV-2 infection in children 1 to 10 years of age","year":2024,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"COVID-19 Clinical Research Studies","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":"Artificial Intelligence in Medicine (Canada)","funders":"National Center for Advancing Translational Sciences; National Institute on Alcohol Abuse and Alcoholism; National Institute on Aging; National Institutes of Health","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Betacoronavirus; Virology; Pediatrics; Internal medicine; Outbreak; Infectious disease (medical specialty)","authors":[{"name":"Pauline Terebuh","is_ca":true},{"name":"Veronica R. Olaker","is_ca":true},{"name":"Ellen K. Kendall","is_ca":true},{"name":"David C. Kaelber","is_ca":false},{"name":"Rong Xu","is_ca":true},{"name":"Pamela B. Davis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1471214316185728,"gpt":0.476432956936309,"spread":0.3293115253177362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009195989,0.0004374839,0.0004662286,0.0009311878,0.0005009333,0.000632783,0.0003664019,0.0006732855,0.001442204],"category_scores_gemma":[0.003044312,0.000371129,0.0008091446,0.001116372,0.0004352537,0.0007173137,0.0007583267,0.0008143663,0.0002284596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004854996,"about_ca_system_score_gemma":0.0007359143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005754195,"about_ca_topic_score_gemma":0.007411944,"domain_scores_codex":[0.9991729,0.0001765648,0.00007158663,0.0001938933,0.0001619397,0.0002230367],"domain_scores_gemma":[0.9973152,0.0002783874,0.001882431,0.0000861766,0.0001367032,0.0003010964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000320713,0.00000801722,0.9994484,0.000007527144,0.00001731313,0.0001114227,0.00002381723,0.00002001643,0.00003100262,0.000005434576,0.00004856292,0.0002462978],"study_design_scores_gemma":[0.000004020321,0.0001253195,0.9986342,0.00001404819,0.00001633919,0.000862401,0.0001482233,0.00004462471,0.00003379158,0.000008358645,0.0001064878,0.00000214581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986414,0.0003990557,0.00005655619,0.00005589483,0.000009736726,0.00001539608,0.0005515107,0.000003607123,0.0002667873],"genre_scores_gemma":[0.9985115,0.0004419883,0.00009360665,0.00004695848,0.00002092057,0.00001621832,0.000766883,0.00000176981,0.0001000569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005754195,"threshold_uncertainty_score":0.01144141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010856333","doi":"10.1136/fmch-2019-000250","title":"Global health training in Canadian family medicine residency programmes","year":2020,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University; McGill University; University of British Columbia; University of Toronto; McMaster University","funders":"","keywords":"Workforce; Scope (computer science); Family medicine; Medical education; Residency training; Medicine; Scope of practice; Political science; Continuing education; Health care","authors":[{"name":"Divyanshi Jalan","is_ca":true},{"name":"Helene Morakis","is_ca":true},{"name":"Neil Arya","is_ca":true},{"name":"Yassen Tcholakov","is_ca":true},{"name":"Jennifer Carpenter","is_ca":true},{"name":"William Cherniak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.157247216314504,"gpt":0.4121804827389995,"spread":0.2549332664244955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002133764,0.0002019204,0.0001350421,0.0008420772,0.00246142,0.0009913712,0.0008303298,0.000435179,0.01113995],"category_scores_gemma":[0.006868668,0.0001573347,0.0001460222,0.001895201,0.0009742363,0.0004373311,0.001504975,0.0008082198,0.0004282426],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01609321,"about_ca_system_score_gemma":0.06126083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.799424,"about_ca_topic_score_gemma":0.938411,"domain_scores_codex":[0.9979314,0.0004167539,0.00003713786,0.0001215598,0.0004968662,0.0009963464],"domain_scores_gemma":[0.9913284,0.0004993521,0.0005810318,0.00006665079,0.0008820542,0.006642524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002790158,0.0006027787,0.6495085,0.001327776,0.00004264449,0.0007888732,0.01849324,0.0004961462,0.001035757,0.003252304,0.06923049,0.2549424],"study_design_scores_gemma":[0.00002914298,0.0001720702,0.9313313,0.0005815016,0.00001139391,0.0002571012,0.01461407,0.0001622477,0.0001567177,0.0001378599,0.05252837,0.00001821166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9177266,0.003847687,0.0003186796,0.02048597,0.0004232587,0.0002730747,0.001529634,0.00005095374,0.05534404],"genre_scores_gemma":[0.9885626,0.002207905,0.0006618738,0.002179072,0.00009166821,0.00007466402,0.0005424857,0.00001075245,0.005669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9839068,"threshold_uncertainty_score":0.4035144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394762531","doi":"10.1136/fmch-2024-002828","title":"Storylines of family medicine X: standing up for diversity, equity and inclusion","year":2024,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Primary Care and Health Outcomes","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":"Centre for Family Medicine","funders":"","keywords":"Equity (law); Diversity (politics); Workforce; Inclusion (mineral); Health care; Health equity; Medical home; Family medicine; Medicine; Sociology; Public relations; Psychology; Political science; Gender studies; Primary care; Law","authors":[{"name":"William Ventres","is_ca":false},{"name":"Leslie A Stone","is_ca":false},{"name":"Wayne W Bryant","is_ca":false},{"name":"Mario Pacheco","is_ca":true},{"name":"Edgar Figueroa","is_ca":false},{"name":"Francis N Chu","is_ca":false},{"name":"Shailendra Prasad","is_ca":false},{"name":"David Blane","is_ca":false},{"name":"Na’amah Razon","is_ca":true},{"name":"Ranit Mishori","is_ca":false},{"name":"Robert L. Ferrer","is_ca":true},{"name":"Garrett Kneese","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4001331282071516,"gpt":0.5479170130009873,"spread":0.1477838847938357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003591029,0.0006468376,0.0003948606,0.0005525189,0.01219275,0.005311661,0.001020386,0.005911997,0.008016683],"category_scores_gemma":[0.01269952,0.0002393968,0.000407165,0.0005643831,0.01213129,0.007345736,0.003940966,0.009012908,0.001288409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003827715,"about_ca_system_score_gemma":0.00215847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004552048,"about_ca_topic_score_gemma":0.006681755,"domain_scores_codex":[0.9955422,0.003307766,0.00006256152,0.0001791962,0.0004753113,0.000432979],"domain_scores_gemma":[0.9940786,0.003971309,0.0003783049,0.0001314843,0.0005161007,0.0009242985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004668045,0.00002938424,0.0004526153,0.0001192392,0.0000058412,0.0009657589,0.1147546,0.00006234685,0.000209984,0.07536419,0.7975487,0.0104406],"study_design_scores_gemma":[0.000006509413,0.00003582616,0.0006476776,0.000249084,0.000002371928,0.0006341472,0.06670208,0.00007854648,0.0001833331,0.009076064,0.9223662,0.00001821877],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01183922,0.009987524,0.001066285,0.9050072,0.01693297,0.00004192146,0.0000941299,0.0000483154,0.05498238],"genre_scores_gemma":[0.4194965,0.01324285,0.002506279,0.3606916,0.02009635,0.0003912012,0.0001185603,0.0001705677,0.1832861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9878073,"threshold_uncertainty_score":0.02777219,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406310972","doi":"10.1136/fmch-2024-003238","title":"Use of AI in family medicine publications: a joint editorial from journal editors","year":2025,"lang":"en","type":"editorial","venue":"Family Medicine and Community Health","topic":"Artificial Intelligence in Healthcare and Education","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":"College of Family Physicians of Canada; University of Toronto","funders":"","keywords":"Publishing; Joint (building); Library science; Medicine; Computer science; Political science; Engineering; Law","authors":[{"name":"Sarina Schrager","is_ca":false},{"name":"Dean A. Seehusen","is_ca":false},{"name":"Sumi M. Sexton","is_ca":false},{"name":"Caroline R. Richardson","is_ca":false},{"name":"Jon O. Neher","is_ca":false},{"name":"Nicholas Pimlott","is_ca":true},{"name":"Marjorie A. Bowman","is_ca":false},{"name":"José E. Rodríguez","is_ca":false},{"name":"Christopher P. Morley","is_ca":false},{"name":"Li Li","is_ca":false},{"name":"James DomDera","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.319359109837243,"gpt":0.4783559350979331,"spread":0.1589968252606901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02619405,0.002868789,0.003557163,0.00754502,0.006609267,0.01521403,0.003448588,0.01708957,0.01370261],"category_scores_gemma":[0.09407656,0.00141233,0.00274278,0.003289368,0.004100704,0.009681095,0.00301268,0.016279,0.009076992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006032832,"about_ca_system_score_gemma":0.01228769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001669614,"about_ca_topic_score_gemma":0.005477666,"domain_scores_codex":[0.9707436,0.005669707,0.004683446,0.001971916,0.01561387,0.001317376],"domain_scores_gemma":[0.861694,0.05222829,0.007093057,0.00205259,0.06297231,0.01395967],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003255008,0.00001518544,0.00004755561,0.0004270919,0.0000208776,0.0001556657,0.00006339064,0.00001856228,0.00004190801,0.0004124033,0.9906122,0.00815261],"study_design_scores_gemma":[0.00006264851,0.00003625863,0.0002967311,0.001793977,0.00005611022,0.0004711555,0.000172956,0.00008413107,0.00009396676,0.001160174,0.995735,0.00003678826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004212142,0.004986642,0.0001152955,0.06886017,0.9248991,0.0000258915,0.00003064089,0.00003408492,0.001006051],"genre_scores_gemma":[0.000565865,0.006020716,0.0002079395,0.03560133,0.9534543,0.00003692276,0.00002385618,0.00005357014,0.004035535],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9829105,"threshold_uncertainty_score":0.1385291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403746129","doi":"10.1136/fmch-2024-002991","title":"Temporal trends and practice variation of paediatric diagnostic tests in primary care: retrospective analysis of 14 million tests","year":2024,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Clinical Laboratory Practices and Quality Control","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":"Hospital for Sick Children; University of Toronto","funders":"NIHR School for Primary Care Research; National Institute for Health and Care Research","keywords":"Medicine; Pediatrics; Population; Primary care; Test (biology); Demography; Family medicine; Environmental health","authors":[{"name":"Elizabeth T Thomas","is_ca":false},{"name":"Diana R. Withrow","is_ca":false},{"name":"Cynthia Wright","is_ca":false},{"name":"Peter J. Gill","is_ca":true},{"name":"Rafael Perera","is_ca":false},{"name":"Carl Heneghan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0743928341965896,"gpt":0.4217019057570068,"spread":0.3473090715604172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00376636,0.0002540755,0.0006572044,0.003021791,0.0004907056,0.00109757,0.0008499046,0.0005069895,0.0006952484],"category_scores_gemma":[0.01058377,0.0007298176,0.0007309383,0.006310282,0.0006928688,0.001043961,0.00144934,0.0006231379,0.0002150474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239867,"about_ca_system_score_gemma":0.001119582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02527406,"about_ca_topic_score_gemma":0.02562805,"domain_scores_codex":[0.9921651,0.002316947,0.001508036,0.001787082,0.001644175,0.0005787622],"domain_scores_gemma":[0.9848016,0.004029626,0.007830576,0.001174753,0.001507202,0.0006563483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003821479,0.00001421396,0.9986136,0.00003332502,0.00009038142,0.00003736132,0.0001839004,0.00005334412,0.00005027927,0.00001311902,0.00009797104,0.0007742118],"study_design_scores_gemma":[0.000004180359,0.00006432964,0.9989433,0.00001670833,0.00003034075,0.0001752015,0.0003155603,0.0002195914,0.00003763873,0.000009440569,0.0001799588,0.0000037556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953447,0.0008781782,0.0003782325,0.00005558491,0.000005541467,0.00004652268,0.002877595,0.00001228992,0.0004012691],"genre_scores_gemma":[0.9972893,0.0003763715,0.0002940076,0.00005417205,0.00001445276,0.00007670181,0.001814484,0.000006066533,0.00007439996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02527406,"threshold_uncertainty_score":0.05025393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404001162","doi":"10.1136/fmch-2024-003137","title":"The role of the primary healthcare research community in addressing the social and structural determinants of health: a call to action from NAPCRG 2023","year":2024,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Health disparities and outcomes","field":"Social Sciences","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; University of Alberta; Université de Montréal; Western University","funders":"","keywords":"Primary care; Health care; Primary health care; Social determinants of health; Call to action; Health equity; Action (physics); Public relations; Action research; Community health; Nursing; Medicine; Political science; Psychology; Family medicine; Public health; Business","authors":[{"name":"Liesbeth Hunik","is_ca":false},{"name":"Elizabeth Sturgiss","is_ca":false},{"name":"Amanda Terry","is_ca":true},{"name":"David Blane","is_ca":false},{"name":"Kyle Eggleton","is_ca":false},{"name":"Rohan G. Maharaj","is_ca":false},{"name":"Taria Tane","is_ca":false},{"name":"Tim olde Hartman","is_ca":false},{"name":"Jessica Drinkwater","is_ca":false},{"name":"Morgane Gabet","is_ca":true},{"name":"Fern R. Hauck","is_ca":false},{"name":"Melanie Henry","is_ca":true},{"name":"Nick Mamo","is_ca":false},{"name":"Ramona Wallace","is_ca":false},{"name":"Doug Klein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4420960071874198,"gpt":0.5435189126101326,"spread":0.1014229054227129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3430816,0.00292001,0.006005642,0.004109914,0.03263553,0.04747855,0.01238115,0.1237585,0.01277987],"category_scores_gemma":[0.2158439,0.003512486,0.006542463,0.002645793,0.04356781,0.0425241,0.06855107,0.1342391,0.00405627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01973155,"about_ca_system_score_gemma":0.2014633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02563832,"about_ca_topic_score_gemma":0.0376117,"domain_scores_codex":[0.7259659,0.1614869,0.01519648,0.01439639,0.0484206,0.03453374],"domain_scores_gemma":[0.4734462,0.2406601,0.01645959,0.01923792,0.07629043,0.1739058],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002727507,0.0005124788,0.00197677,0.001994945,0.000150733,0.0009074834,0.01655232,0.0002425173,0.001492256,0.03943141,0.8680953,0.06837109],"study_design_scores_gemma":[0.0002910233,0.0003756981,0.003180434,0.005703347,0.0001068183,0.000424475,0.02611277,0.0003961012,0.0005327482,0.03845203,0.9240428,0.0003819024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0002237344,0.002974303,0.0004981306,0.9864187,0.009329271,0.00003521566,0.00001915614,0.00002173194,0.0004798074],"genre_scores_gemma":[0.009961237,0.006417978,0.008470535,0.9596792,0.01261656,0.0004383508,0.00009070605,0.00008632636,0.002239008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6569184,"threshold_uncertainty_score":0.8100973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394763828","doi":"10.1136/fmch-2024-002794","title":"Storylines of family medicine VII: family medicine across the lifespan","year":2024,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Obesity and Health Practices","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":"Centre for Family Medicine","funders":"","keywords":"Family medicine; Health care; Medicine; Alternative medicine; Adolescent medicine; Psychology; Gerontology","authors":[{"name":"William Ventres","is_ca":false},{"name":"Leslie A Stone","is_ca":false},{"name":"Katharine C Barnard","is_ca":false},{"name":"Sara G. Shields","is_ca":false},{"name":"Mark J. Nelson","is_ca":false},{"name":"María Verónica Svetaz","is_ca":true},{"name":"Clara Keegan","is_ca":false},{"name":"Joel J. Heidelbaugh","is_ca":false},{"name":"Paige Beck","is_ca":false},{"name":"Lucille Marchand","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3200098590483031,"gpt":0.5525472758659754,"spread":0.2325374168176723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001903795,0.0007450461,0.0003847514,0.0006750453,0.0073344,0.003950348,0.0008939105,0.004850547,0.007229382],"category_scores_gemma":[0.008852775,0.0002456181,0.0004342365,0.0006323457,0.005619179,0.00469549,0.003014554,0.007227636,0.001696437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00245089,"about_ca_system_score_gemma":0.001363405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003429175,"about_ca_topic_score_gemma":0.006606302,"domain_scores_codex":[0.9984174,0.0009872752,0.00003546845,0.00007342907,0.0002638036,0.0002227163],"domain_scores_gemma":[0.9965868,0.002118101,0.0002576136,0.00008556771,0.0003586065,0.0005932375],"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":[0.00003507901,0.00003171488,0.0002710715,0.0001401112,0.000004058526,0.0008916184,0.02967713,0.00005562219,0.0002021441,0.02972356,0.9256926,0.01327534],"study_design_scores_gemma":[0.000004566549,0.00003121795,0.0008102955,0.0004282379,0.000002115262,0.000602598,0.03161513,0.00005259367,0.0001297198,0.00373358,0.9625753,0.00001453593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01367092,0.02982119,0.001877721,0.7149119,0.07407121,0.00009547136,0.00015158,0.0001005587,0.1652994],"genre_scores_gemma":[0.2518556,0.03024273,0.002279343,0.2726418,0.04577486,0.0005541162,0.0001695675,0.0002083967,0.3962735],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0073344,"threshold_uncertainty_score":0.0241847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394753538","doi":"10.1136/fmch-2024-002829","title":"Storylines of family medicine XII: family medicine and the healthcare system","year":2024,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Primary Care and Health Outcomes","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":"NOSM University; Centre for Family Medicine; Columbia College","funders":"","keywords":"Futures contract; Health care; Workforce; Family medicine; Medical school; Primary care; Medical education; Family doctors; Alternative medicine; Academic medicine; Medicine; Psychology; Political science; Law; Business","authors":[{"name":"William Ventres","is_ca":false},{"name":"Leslie A Stone","is_ca":false},{"name":"Jeannette E. South-Paul","is_ca":false},{"name":"Kendall M. Campbell","is_ca":false},{"name":"Aerial R Petty","is_ca":false},{"name":"Hima Ekanadham","is_ca":true},{"name":"Kurt C. Stange","is_ca":false},{"name":"Rebecca Etz","is_ca":false},{"name":"William L. Miller","is_ca":false},{"name":"Robert L. Ferrer","is_ca":true},{"name":"Marianna Kong","is_ca":true},{"name":"Thomas Bodenheimer","is_ca":true},{"name":"Roger Strasser","is_ca":true},{"name":"Sharon Reece","is_ca":false},{"name":"Joshua Freeman","is_ca":false},{"name":"John M. Westfall","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2437089926583388,"gpt":0.4881800847331485,"spread":0.2444710920748097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003061162,0.0006845372,0.0003965896,0.0006497171,0.009757947,0.005558203,0.001011714,0.005424563,0.008463407],"category_scores_gemma":[0.01406935,0.0002847106,0.0004034679,0.0006838324,0.01071387,0.007026518,0.004185347,0.009454331,0.001361495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004228942,"about_ca_system_score_gemma":0.002276378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004839922,"about_ca_topic_score_gemma":0.007204366,"domain_scores_codex":[0.9950352,0.00366527,0.00006017158,0.0001604058,0.0005975325,0.0004815942],"domain_scores_gemma":[0.9941072,0.003950704,0.0003881905,0.0001342838,0.0004706196,0.0009488971],"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":[0.00003685144,0.00002146923,0.0004130873,0.0001254,0.000007343774,0.0008303836,0.09273157,0.00007542964,0.0001373284,0.0710637,0.8243496,0.01020782],"study_design_scores_gemma":[0.000006503949,0.00002388886,0.0007644857,0.0003980366,0.000002496098,0.0005195043,0.05177776,0.00006274428,0.000115623,0.009040137,0.9372725,0.00001638044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01168577,0.02246953,0.001015996,0.8687041,0.01896755,0.00003741779,0.0001290545,0.0000489101,0.07694177],"genre_scores_gemma":[0.4559681,0.02431655,0.001440642,0.3053938,0.02538384,0.0003341179,0.000160024,0.0001790684,0.1868238],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009757947,"threshold_uncertainty_score":0.03068322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394763252","doi":"10.1136/fmch-2024-002791","title":"Storylines of family medicine IV: perspectives on practice—lenses of appreciation","year":2024,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Primary Care and Health Outcomes","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 Alberta","funders":"","keywords":"Nature versus nurture; General partnership; Curiosity; Courage; Alternative medicine; Family medicine; Clinical Practice; Medicine; Psychology; Medical education; Sociology; Social psychology; Political science; Law","authors":[{"name":"William Ventres","is_ca":false},{"name":"Leslie A Stone","is_ca":false},{"name":"Radeeb Akhtar","is_ca":false},{"name":"Jeffrey M. Ring","is_ca":false},{"name":"Lucy M. Candib","is_ca":false},{"name":"Erick Messias","is_ca":false},{"name":"Ronald M. Epstein","is_ca":false},{"name":"Marc Tunzi","is_ca":false},{"name":"Amy L. Lee","is_ca":false},{"name":"Christopher P. Morley","is_ca":false},{"name":"Carina Brown","is_ca":false},{"name":"David C. Slawson","is_ca":false},{"name":"Jill Konkin","is_ca":true},{"name":"David Campbell","is_ca":false},{"name":"Ian Couper","is_ca":false},{"name":"Susan Williams","is_ca":false},{"name":"Robert G. Brooks","is_ca":false},{"name":"Lucie Walters","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2309722728079005,"gpt":0.5240999094941446,"spread":0.2931276366862441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006472906,0.0007589853,0.0005240247,0.001098165,0.01270159,0.01064092,0.001955153,0.006895866,0.005154681],"category_scores_gemma":[0.02264286,0.0003359655,0.0005075025,0.001170406,0.02773614,0.009194772,0.006955142,0.0129467,0.0007031953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007121644,"about_ca_system_score_gemma":0.003277748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007708082,"about_ca_topic_score_gemma":0.007595993,"domain_scores_codex":[0.9878176,0.01002139,0.0001623476,0.0003443878,0.0008198351,0.0008344074],"domain_scores_gemma":[0.9853978,0.01119759,0.0009794926,0.0003061049,0.0007557302,0.001363373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003908894,0.00003188327,0.0004578967,0.0001433903,0.000004495277,0.001663148,0.8151562,0.00007733008,0.0003882313,0.09872822,0.07591141,0.00739872],"study_design_scores_gemma":[0.000008564391,0.00004676523,0.0005938573,0.0004503941,0.000003276612,0.0009131539,0.4987856,0.0001048961,0.0002421854,0.01717315,0.4816563,0.00002181362],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07413334,0.01750287,0.006684077,0.7382601,0.008288109,0.0001113163,0.0001081756,0.000129995,0.1547821],"genre_scores_gemma":[0.8698169,0.007301625,0.002068405,0.05357066,0.003873604,0.0003356045,0.00005599797,0.000154251,0.06282301],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01270159,"threshold_uncertainty_score":0.05167133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394753818","doi":"10.1136/fmch-2024-002826","title":"Storylines of family medicine IX: people and places—diverse populations and locations of care","year":2024,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Primary Care and Health Outcomes","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":"Cascades (Canada)","funders":"","keywords":"Family medicine; Alternative medicine; Family member; Medicine; Psychology; Gerontology","authors":[{"name":"William Ventres","is_ca":false},{"name":"Leslie A Stone","is_ca":false},{"name":"Emad R Abou-Arab","is_ca":false},{"name":"Julio Meza","is_ca":false},{"name":"David Buck","is_ca":false},{"name":"Jerome W. Crowder","is_ca":false},{"name":"Jennifer Edgoose","is_ca":false},{"name":"Alexander Brown","is_ca":false},{"name":"Ellen Plumb","is_ca":false},{"name":"Amber K Norris","is_ca":false},{"name":"Jay J Allen","is_ca":false},{"name":"Lauren E Giammar","is_ca":false},{"name":"John E Wood","is_ca":false},{"name":"S. Dickson","is_ca":false},{"name":"Gillian Brown","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2263406041554045,"gpt":0.495786744331264,"spread":0.2694461401758595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001798458,0.0007612652,0.0003932446,0.0006522982,0.0101045,0.004725746,0.001107651,0.002998583,0.009462489],"category_scores_gemma":[0.006441263,0.0002713504,0.0004018565,0.0008420921,0.007985626,0.005093252,0.005216257,0.006461206,0.001256636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003553696,"about_ca_system_score_gemma":0.001454671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006843827,"about_ca_topic_score_gemma":0.01283166,"domain_scores_codex":[0.9982215,0.001136841,0.00003493539,0.0001055161,0.0002447622,0.0002563655],"domain_scores_gemma":[0.9971542,0.001734272,0.000232151,0.00008597317,0.0002124164,0.0005809189],"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":[0.00005701837,0.00003529499,0.0008175429,0.0002278126,0.000008423027,0.001582988,0.3294345,0.00006557311,0.000326037,0.04101532,0.6123149,0.01411464],"study_design_scores_gemma":[0.000005667144,0.00003215129,0.001397826,0.0002769336,0.000003352785,0.0007318294,0.2031392,0.00004576956,0.0001480178,0.003785528,0.790417,0.00001672456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07747075,0.02063486,0.004722771,0.6448477,0.03608053,0.0002293435,0.0007032976,0.0002267531,0.2150841],"genre_scores_gemma":[0.640882,0.01457367,0.002765525,0.09269431,0.01279307,0.0007190051,0.0003738989,0.0003093903,0.2348891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0101045,"threshold_uncertainty_score":0.03165513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394763528","doi":"10.1136/fmch-2024-002795","title":"Storylines of family medicine VIII: clinical approaches","year":2024,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Primary Care and Health Outcomes","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":"Centre for Family Medicine","funders":"Medical Research Council","keywords":"Alternative medicine; Family medicine; Primary care; Medicine; Clinical Practice; Medical education; Psychology; Pathology","authors":[{"name":"William Ventres","is_ca":false},{"name":"Leslie A Stone","is_ca":false},{"name":"Lauren Gibson-Oliver","is_ca":false},{"name":"Elizabeth Kyle Meehan","is_ca":true},{"name":"Mari Ricker","is_ca":true},{"name":"David Loxterkamp","is_ca":false},{"name":"Stacy A. Ogbeide","is_ca":true},{"name":"Frank V. deGruy","is_ca":false},{"name":"Megan Mahoney","is_ca":true},{"name":"Steven Lin","is_ca":false},{"name":"Clare MacRae","is_ca":false},{"name":"Stewart W Mercer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5822530264639506,"gpt":0.5649640669643347,"spread":0.01728895949961595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003028051,0.0008272676,0.0003727,0.0009352705,0.006755639,0.005699896,0.001172437,0.004485988,0.009067107],"category_scores_gemma":[0.01564393,0.0002766517,0.0004613477,0.0007041959,0.007990413,0.005351727,0.004274777,0.008771676,0.002141405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003882811,"about_ca_system_score_gemma":0.002008635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003106936,"about_ca_topic_score_gemma":0.00448486,"domain_scores_codex":[0.9964239,0.002475363,0.00008620007,0.000176324,0.0005243903,0.0003137502],"domain_scores_gemma":[0.9941028,0.003855302,0.0003819078,0.0001745272,0.0006253055,0.0008600579],"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":[0.00007339263,0.00005813198,0.0004282622,0.0002708189,0.000005920873,0.001334262,0.1038685,0.00009992111,0.0005375184,0.08330432,0.7821329,0.02788611],"study_design_scores_gemma":[0.000006095624,0.00003517467,0.0005321956,0.0003740898,0.00000201095,0.0007291889,0.0359042,0.00007153447,0.0001651985,0.007795913,0.9543686,0.00001585781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01822038,0.02583383,0.007601831,0.6939484,0.05438159,0.000289279,0.0002763279,0.000253225,0.1991951],"genre_scores_gemma":[0.3941157,0.02000454,0.008307569,0.1898972,0.03438222,0.001483617,0.0003499707,0.0004866508,0.3509726],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009067107,"threshold_uncertainty_score":0.03033251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416611430","doi":"10.1136/fmch-2025-003575","title":"Trends in missed paediatric preventive primary care visits during the COVID-19 pandemic using routinely collected electronic medical records in Ontario, Canada (2015–2022)","year":2025,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"COVID-19 and healthcare impacts","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":"McGill University; Memorial University of Newfoundland; University of Manitoba; University of Toronto; Concordia University; McGill University Health Centre; Canadian Institute for Health Information; Queen's University","funders":"Canadian Institutes of Health Research; Centers for Disease Control and Prevention; University of Toronto","keywords":"Pandemic; Attendance; Primary care; Medical record; Preventive care; Coronavirus disease 2019 (COVID-19); Primary health care; Public health","authors":[{"name":"Imaan Bayoumi","is_ca":true},{"name":"Kimberley McFadden","is_ca":true},{"name":"Helen Valkanas","is_ca":true},{"name":"Karen Tu","is_ca":true},{"name":"Sumeet Kalia","is_ca":true},{"name":"Tao Chen","is_ca":true},{"name":"Chelsea D. Christie","is_ca":true},{"name":"James Rourke","is_ca":true},{"name":"Leslie Rourke","is_ca":true},{"name":"Michelle Greiver","is_ca":true},{"name":"Denis Leduc","is_ca":true},{"name":"Patricia Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08222076050003026,"gpt":0.3921332636509476,"spread":0.3099125031509173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001535509,0.000338451,0.0005361195,0.001924688,0.001448495,0.001502924,0.001836234,0.0005089481,0.001988652],"category_scores_gemma":[0.005699802,0.0004940387,0.0008876793,0.005741312,0.0006445011,0.0006550221,0.001425584,0.0008251428,0.0002648621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0350947,"about_ca_system_score_gemma":0.03231138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940157,"about_ca_topic_score_gemma":0.9959417,"domain_scores_codex":[0.9974383,0.000165639,0.0002949503,0.0004117901,0.001098157,0.0005910925],"domain_scores_gemma":[0.992804,0.0003427998,0.002706562,0.0001983186,0.002902768,0.001045512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005700757,0.00001089575,0.9911361,0.0001511786,0.00007644171,0.00005710393,0.0008967985,0.0002035398,0.00009445145,0.00008860877,0.004025795,0.003202051],"study_design_scores_gemma":[0.000003669919,0.0000103711,0.9979554,0.00006494196,0.00001353027,0.00003630248,0.0005503556,0.0002286443,0.00002326778,0.000006114552,0.001101513,0.00000592062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9007415,0.002889595,0.0003424984,0.001479179,0.00004720544,0.0001451178,0.09010773,0.00007924203,0.00416795],"genre_scores_gemma":[0.9795307,0.001167372,0.0004770667,0.0002560428,0.00002158363,0.00009616984,0.0172678,0.00001430445,0.001168971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0350947,"threshold_uncertainty_score":0.254631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}