{"id":"W2087772458","doi":"10.1503/cmaj.109-4603","title":"Physician pay should reflect workloads, say economists","year":2013,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compensation (psychology); Face (sociological concept); Work (physics); Computer science; Data science; Psychology; Sociology; Social psychology","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":[0.006812495,0.0004438541,0.0005609029,0.0008929197,0.003931228,0.006836817,0.0009112752,0.007364047,0.008515256],"category_scores_gemma":[0.06937327,0.0004308246,0.0004484802,0.001536636,0.006150825,0.007702762,0.001700333,0.01505125,0.003141984],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009442183,"about_ca_system_score_gemma":0.01900895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2094773,"about_ca_topic_score_gemma":0.248005,"domain_scores_codex":[0.9918126,0.001273981,0.000455759,0.0006651836,0.004849272,0.0009432007],"domain_scores_gemma":[0.9626715,0.008312171,0.002157532,0.001718459,0.01895654,0.006183795],"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":[0.00003105012,0.00002782492,0.005154148,0.00003889947,0.00001931429,0.00002352364,0.000500421,0.00008091448,0.00009776014,0.01753548,0.9614445,0.0150462],"study_design_scores_gemma":[0.00005169068,0.00005024833,0.02508876,0.0005449096,0.00004197456,0.0001519129,0.002924083,0.0003187075,0.0003835017,0.03478863,0.9355478,0.0001076781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001055278,0.001974623,0.0003450786,0.9804166,0.006609842,0.000004428379,0.00009385779,0.00002937507,0.009470934],"genre_scores_gemma":[0.08046276,0.005425314,0.001432685,0.8745037,0.01247418,0.00002357621,0.0001768778,0.0001135827,0.02538738],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9905578,"threshold_uncertainty_score":0.4165161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0357773096033601,"score_gpt":0.3787340614315242,"score_spread":0.342956751828164,"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."}}