{"id":"W4416690892","doi":"10.46747/cfp.711112e254","title":"Des données aux décisions","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Occupational and Environmental Medical Association of Canada","funders":"","keywords":"MEDLINE; General practice","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.02351128,0.001743984,0.001449975,0.00750376,0.003352427,0.01401021,0.003313594,0.003243085,0.109373],"category_scores_gemma":[0.1514642,0.0008588523,0.002961799,0.009130023,0.002535431,0.007606021,0.005291366,0.004917228,0.0449629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007745103,"about_ca_system_score_gemma":0.02109406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04969145,"about_ca_topic_score_gemma":0.03934145,"domain_scores_codex":[0.954043,0.01722123,0.005567335,0.00456157,0.01728134,0.001325477],"domain_scores_gemma":[0.9238968,0.03780912,0.002930525,0.010837,0.02336996,0.001156599],"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":[0.0005806019,0.0001557325,0.003835726,0.004352356,0.000287055,0.00162017,0.004799631,0.002166808,0.00149026,0.06627423,0.4969533,0.4174841],"study_design_scores_gemma":[0.00004027618,0.0000315479,0.0008995207,0.002186324,0.00008396533,0.0003441275,0.001734307,0.0007851928,0.001094802,0.01853617,0.9742056,0.00005799299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01355088,0.03278936,0.1359096,0.07970116,0.01263277,0.004153445,0.1375093,0.006039724,0.5777137],"genre_scores_gemma":[0.1624738,0.06890099,0.3447905,0.02426159,0.004869044,0.005074002,0.1723828,0.003646506,0.2136008],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.109373,"threshold_uncertainty_score":0.3658893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09968704343186943,"score_gpt":0.3962477314625381,"score_spread":0.2965606880306687,"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."}}