{"id":"W4283758553","doi":"10.3399/bjgp22x719813","title":"Global primary care as an incubator for good ethical practice","year":2022,"lang":"en","type":"editorial","venue":"British Journal of General Practice","topic":"Ethics in medical practice","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada; University of Toronto","funders":"","keywords":"Incubator; Medicine; Primary care; Primary health care; Data science; Family medicine; Computer science; Environmental health; Biology; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01590526,0.002212077,0.002584269,0.003079253,0.006433541,0.02273887,0.003255518,0.04070004,0.01031746],"category_scores_gemma":[0.04517328,0.001066534,0.001841306,0.001906312,0.01716664,0.01235208,0.007461424,0.04362795,0.004388793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008642364,"about_ca_system_score_gemma":0.01219471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003042792,"about_ca_topic_score_gemma":0.008635834,"domain_scores_codex":[0.9781677,0.009712081,0.001372196,0.001469697,0.00804268,0.00123552],"domain_scores_gemma":[0.9251842,0.05403525,0.002032658,0.003237617,0.008686428,0.006823896],"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":[0.0000147051,0.00001155347,0.00002945403,0.0004883575,0.00001037406,0.0002515578,0.0008730437,0.00002992035,0.00004373337,0.008148496,0.982992,0.007106933],"study_design_scores_gemma":[0.00002031335,0.00001615474,0.0001676502,0.001242645,0.0000126013,0.0002174319,0.0005642978,0.00004307062,0.00002715068,0.007675058,0.9900017,0.00001196789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00008484828,0.02935296,0.0001639779,0.2347494,0.7297116,0.00002311979,0.0000183956,0.00004654902,0.005849278],"genre_scores_gemma":[0.00335227,0.01549528,0.0002760008,0.1195265,0.8517481,0.00004694142,0.00001562011,0.00007134179,0.009467897],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04070004,"threshold_uncertainty_score":0.08411604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03747961776709657,"score_gpt":0.4932555467376895,"score_spread":0.4557759289705929,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}