{"id":"W2998798653","doi":"10.1093/jmp/jhz029","title":"Ethical Issues in Physician Billing Under Fee-For-Service Plans","year":2019,"lang":"en","type":"article","venue":"The Journal of Medicine and Philosophy A Forum for Bioethics and Philosophy of Medicine","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Taboo; Solidarity; Order (exchange); Dimension (graph theory); Public relations; Service (business); Medical ethics; Professional responsibility; Psychology; Medical education; Engineering ethics; Medicine; Business; Law; Political science; Politics; Psychiatry","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01103979,0.0003314661,0.001362913,0.0003242535,0.0003733332,0.000003999819,0.0003953201,0.0006922128,0.00007082146],"category_scores_gemma":[0.002385565,0.0001776176,0.0001073328,0.000366679,0.002398393,0.0001491538,0.00009268523,0.002861764,0.000002804269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002964892,"about_ca_system_score_gemma":0.0001995137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007186224,"about_ca_topic_score_gemma":0.0001395937,"domain_scores_codex":[0.9960236,0.0007042591,0.001683524,0.000278632,0.0008226778,0.0004873212],"domain_scores_gemma":[0.9856149,0.01170656,0.001190522,0.0003659107,0.0008190225,0.0003030959],"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":[0.004486887,0.0001653681,0.003827494,0.006393817,0.0002462194,0.000003957922,0.02652585,0.00001922888,0.001212845,0.9500475,0.005257912,0.001812928],"study_design_scores_gemma":[0.009618374,0.005488689,0.0003877119,0.007696094,0.0003773096,0.00001968103,0.02513544,0.0002899286,0.00003889718,0.9156954,0.03505496,0.0001975206],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06290998,0.007257509,0.0002972882,0.9247424,0.0009144454,0.001251835,0.00004397392,0.00001058299,0.002572004],"genre_scores_gemma":[0.9185727,0.006026698,0.000295614,0.07035635,0.004644685,0.00001748263,0.00001930062,0.00003424821,0.00003287603],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8556628,"threshold_uncertainty_score":0.9994387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1851712729543774,"score_gpt":0.4628295232928429,"score_spread":0.2776582503384655,"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."}}