{"id":"W4389762501","doi":"10.54194/zrbc8762","title":"Physician pay inequity: time to act?","year":2023,"lang":"en","type":"article","venue":"Canadian Health Policy","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.008279472,0.000160492,0.0005295814,0.0009002227,0.002651548,0.004494913,0.0009960259,0.004116662,0.02148108],"category_scores_gemma":[0.0773882,0.0002193864,0.0005164322,0.001326522,0.00339916,0.004494529,0.002007158,0.008901837,0.001026811],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01045607,"about_ca_system_score_gemma":0.02558545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2243755,"about_ca_topic_score_gemma":0.2864935,"domain_scores_codex":[0.9931703,0.002443252,0.0003008759,0.0003358017,0.001277335,0.002472502],"domain_scores_gemma":[0.9367,0.02159566,0.007191886,0.0007339604,0.00786953,0.02590882],"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":[0.0003127127,0.0005751806,0.1561596,0.0003748487,0.0002005671,0.000433368,0.007113711,0.0009464373,0.0001378114,0.1321715,0.5009856,0.2005887],"study_design_scores_gemma":[0.0002880689,0.0002304496,0.4342369,0.006595897,0.0003376408,0.001280138,0.05910311,0.00539583,0.0003516179,0.2120499,0.2797683,0.0003621314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02335423,0.004671191,0.0003641715,0.9519027,0.001469642,0.00001167406,0.0002620948,0.00001386116,0.01795047],"genre_scores_gemma":[0.8663148,0.007011423,0.0004824654,0.117323,0.003071033,0.00003869096,0.0002793686,0.00006928277,0.005409816],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9895439,"threshold_uncertainty_score":0.4461391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08055871709704368,"score_gpt":0.3318088408997256,"score_spread":0.251250123802682,"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."}}