{"id":"W2750579184","doi":"10.1503/cmaj.1095477","title":"Future of health system hinges on collaboration: outgoing CMA pres","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hinge; Medicine; Operations research; Family medicine; Political science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01868641,0.0008322666,0.0008812962,0.001419308,0.03016778,0.02504603,0.001745983,0.01567768,0.01701156],"category_scores_gemma":[0.02623554,0.0006583045,0.000710801,0.001520668,0.01500054,0.01218663,0.01052715,0.04175688,0.003021221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03626171,"about_ca_system_score_gemma":0.1731803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3414356,"about_ca_topic_score_gemma":0.6025233,"domain_scores_codex":[0.9790992,0.00451926,0.0003807942,0.0009263197,0.00696202,0.008112418],"domain_scores_gemma":[0.8904716,0.007452019,0.001460658,0.001242468,0.01620385,0.08316948],"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":[0.00002195618,0.00003259415,0.0006090282,0.00005449184,0.000009821631,0.0001355249,0.001424731,0.00002828895,0.00007211159,0.01148353,0.9735953,0.01253269],"study_design_scores_gemma":[0.00004405114,0.00005302147,0.003010668,0.0006931282,0.00002038672,0.0002309079,0.01317538,0.0001132802,0.0001043072,0.01320332,0.9692756,0.00007611224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004331226,0.003732052,0.00008117572,0.9821824,0.009693727,0.000004464529,0.00001984361,0.00001958276,0.003833576],"genre_scores_gemma":[0.04387048,0.01560098,0.001209712,0.8852634,0.01660221,0.00004731906,0.0001019067,0.0001064634,0.03719751],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3414356,"threshold_uncertainty_score":0.6788965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02808608426821473,"score_gpt":0.392610543683554,"score_spread":0.3645244594153392,"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."}}