{"id":"W2883440897","doi":"10.1136/bmj.k3148","title":"Quebec doctors’ pay rise should be evidence based and transparent","year":2018,"lang":"en","type":"letter","venue":"BMJ","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.03289988,0.0005365586,0.001516962,0.001329504,0.01024222,0.01041673,0.003970114,0.05640099,0.01631545],"category_scores_gemma":[0.2064206,0.0008343581,0.001503327,0.00197652,0.009564087,0.007918173,0.00359625,0.06233205,0.005796821],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05868822,"about_ca_system_score_gemma":0.1487816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6952981,"about_ca_topic_score_gemma":0.8356577,"domain_scores_codex":[0.9563627,0.01130696,0.003762066,0.002209894,0.01915325,0.007205206],"domain_scores_gemma":[0.7366451,0.1079993,0.01194995,0.009230179,0.09978297,0.03439253],"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":[0.00003312013,0.00002691063,0.001501982,0.0001090499,0.00002030711,0.0003536555,0.0003127002,0.00007068559,0.00012152,0.005210443,0.9834523,0.008787401],"study_design_scores_gemma":[0.0001709444,0.00005519772,0.008658336,0.001261131,0.00003155463,0.0003616107,0.001208612,0.0003495898,0.0002139542,0.01012427,0.9773732,0.0001916065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002405289,0.0006122353,0.00006089386,0.9943511,0.002494766,0.00001045574,0.00005138792,0.00001462695,0.002164047],"genre_scores_gemma":[0.007432699,0.0006016482,0.0004483237,0.9828199,0.003079959,0.00003587222,0.00005274681,0.00001921622,0.005509592],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9413118,"threshold_uncertainty_score":0.6129926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.30880829290808,"score_gpt":0.4985672570235176,"score_spread":0.1897589641154376,"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."}}