{"id":"W3128301723","doi":"10.26443/mjm.v11i1.461","title":"A clinician’s view of public health care in Quebec","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Nursing; Public health","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":[0.004835012,0.0004562753,0.000467918,0.001207133,0.01521545,0.009393974,0.002310957,0.0156448,0.01945795],"category_scores_gemma":[0.009178149,0.0005759452,0.0006108409,0.001789206,0.006255403,0.002851809,0.002809368,0.01302662,0.0007250016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09678876,"about_ca_system_score_gemma":0.1859926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9770529,"about_ca_topic_score_gemma":0.9866928,"domain_scores_codex":[0.9939507,0.002225238,0.0002703889,0.0003683544,0.0009587218,0.002226628],"domain_scores_gemma":[0.9857768,0.002827283,0.0005315305,0.000156121,0.003974823,0.006733513],"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":[0.0001254693,0.0001374896,0.01051205,0.0005717603,0.00007364123,0.004682699,0.01678924,0.001388194,0.001031424,0.1468873,0.7825103,0.03529052],"study_design_scores_gemma":[0.0000963475,0.00006514655,0.01439786,0.0007996632,0.00003634905,0.000458705,0.0178649,0.0005524708,0.0001312063,0.005439602,0.9600587,0.00009902072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008292903,0.01110713,0.0002569731,0.9319242,0.004237107,0.00002705801,0.000108675,0.00002598684,0.04402005],"genre_scores_gemma":[0.280025,0.01223827,0.0008918279,0.6087952,0.003753977,0.00007787892,0.00009380115,0.00007499541,0.09404907],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09678876,"threshold_uncertainty_score":0.7022549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2331617447010588,"score_gpt":0.4933117722144855,"score_spread":0.2601500275134266,"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."}}