{"id":"W1975343321","doi":"10.1111/j.1945-1474.2003.tb01099.x","title":"A Quality-Driven Physician Compensation Model: Four-Year Follow-up Study","year":2003,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nickel Institute","funders":"Zorginstituut Nederland; Hawaii Medical Service Association","keywords":"Payment; Quality (philosophy); Compensation (psychology); Family medicine; Service quality; Service delivery framework; Service (business); Medicine; Population; Quality management; Nursing; Business; Psychology; Marketing; Environmental health; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007868889,0.0002607452,0.0008700294,0.0002735857,0.0007793202,0.0001484773,0.0002934981,0.0001505454,0.00003282494],"category_scores_gemma":[0.0007354225,0.0002923668,0.0003742786,0.0002871798,0.00003283305,0.0003503905,0.00004023867,0.0005181644,0.00009842065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006168853,"about_ca_system_score_gemma":0.0002134071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004579608,"about_ca_topic_score_gemma":0.003222921,"domain_scores_codex":[0.9957908,0.0006232118,0.002122525,0.0005390331,0.0001948384,0.0007295552],"domain_scores_gemma":[0.9972662,0.0002101889,0.001281454,0.0005484275,0.0002846596,0.0004090129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001701171,0.0003659316,0.01968999,0.0003072585,0.000109609,0.000002251361,0.003847903,0.0004179191,0.00000243115,0.9708215,0.00144121,0.002823853],"study_design_scores_gemma":[0.00849769,0.001557094,0.04841768,0.00008406352,0.00002888929,0.00001123338,0.01147194,0.004655146,0.00001407166,0.7789117,0.1452429,0.001107635],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8130816,0.0007088167,0.1192965,0.04467962,0.004826562,0.004428457,0.0007904944,0.0001715269,0.01201645],"genre_scores_gemma":[0.9908665,0.00009555476,0.00266762,0.004780093,0.0003493635,0.0001067897,0.00001701701,0.00004710357,0.001069959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1919099,"threshold_uncertainty_score":0.9999529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2975959879622089,"score_gpt":0.4222160144712479,"score_spread":0.124620026509039,"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."}}