{"id":"W2010845959","doi":"10.1136/bmj.39126.509861.47","title":"How much are doctors worth: how much do doctors really earn?","year":2007,"lang":"en","type":"letter","venue":"BMJ","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Mental Health & Substance Use Services","funders":"","keywords":"Cliché; Value (mathematics); String (physics); Economics; Positive economics; Supply and demand; Sociology; Neoclassical economics; Philosophy; Microeconomics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005237691,0.000425942,0.0009273567,0.0005337259,0.005808874,0.003626958,0.001019214,0.03421536,0.006712601],"category_scores_gemma":[0.03360064,0.0006323291,0.0005610703,0.000758682,0.004852837,0.008260727,0.001560015,0.03313701,0.00490755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006670334,"about_ca_system_score_gemma":0.006292057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0180906,"about_ca_topic_score_gemma":0.04047504,"domain_scores_codex":[0.9954641,0.001822997,0.0004195088,0.0003338477,0.001389385,0.0005701026],"domain_scores_gemma":[0.9860414,0.006829411,0.001319885,0.0003407547,0.002266455,0.003202073],"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":[0.00007883579,0.00004086793,0.002341906,0.0001418219,0.00001623493,0.001490905,0.001576115,0.00002477222,0.0002462171,0.003524468,0.9715576,0.01896032],"study_design_scores_gemma":[0.0001496529,0.0001658462,0.007715864,0.001623956,0.0000343533,0.005421576,0.01205489,0.0002230381,0.0001903045,0.01946631,0.952849,0.0001052854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005475168,0.001608526,0.00001917567,0.9942532,0.002167294,0.000002792249,0.00001059578,0.000003255317,0.001387695],"genre_scores_gemma":[0.006418961,0.002471563,0.00009964238,0.9820973,0.005275716,0.00001146172,0.00001357662,0.000008502645,0.003603203],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03421536,"threshold_uncertainty_score":0.04839694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.136237850668061,"score_gpt":0.5019385005189418,"score_spread":0.3657006498508809,"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."}}