{"id":"W251065692","doi":"","title":"Beyond Hospital Misbehavior: An Alternative Account of Medical Related Financial Distress","year":2005,"lang":"en","type":"article","venue":"Faculty publications","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Debtor; Bankruptcy; Creditor; Wrongdoing; Obligation; Health care; Debt; Business; Suspect; Incentive; Actuarial science; Finance; Law; Political science; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.005195213,0.0004949409,0.0003935443,0.003087401,0.006126729,0.009230648,0.001949449,0.01239757,0.007616411],"category_scores_gemma":[0.03760606,0.0002984025,0.0005007479,0.002963873,0.02904958,0.0163486,0.007732588,0.01090432,0.0005028634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005323717,"about_ca_system_score_gemma":0.003584508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007512486,"about_ca_topic_score_gemma":0.00572963,"domain_scores_codex":[0.9941048,0.003080719,0.0002475987,0.0005236153,0.000811519,0.001231825],"domain_scores_gemma":[0.9807193,0.008568149,0.00512664,0.002336487,0.001803659,0.001445722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004340429,0.00003300258,0.009763769,0.00004444118,0.00001563522,0.002238638,0.01637282,0.0003211054,0.00004844551,0.9288328,0.0312929,0.01099311],"study_design_scores_gemma":[0.00004464379,0.00006189376,0.01115761,0.0008979237,0.00004184731,0.005832789,0.05052024,0.004291718,0.0002148132,0.7256113,0.2012012,0.0001240696],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0909161,0.00862896,0.01237817,0.609217,0.001814518,0.00008647717,0.0003283478,0.000105555,0.2765249],"genre_scores_gemma":[0.9592393,0.002229366,0.001277178,0.02682448,0.002173386,0.00004589313,0.0000695181,0.00003907039,0.008101837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01239757,"threshold_uncertainty_score":0.03862649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05364013270014764,"score_gpt":0.3286993493604173,"score_spread":0.2750592166602697,"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."}}