{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004551763,0.0001092289,0.0002195777,0.0001956367,0.0001130264,0.00005686461,0.0005236737,0.0001541605,0.0009464053],"category_scores_gemma":[0.0003462121,0.0001227172,0.00007839785,0.0003224035,0.00008662976,0.0005156499,0.00009382759,0.0001841143,0.000241109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001223421,"about_ca_system_score_gemma":0.00007651159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002633832,"about_ca_topic_score_gemma":0.0006516025,"domain_scores_codex":[0.9986239,0.00001560915,0.0006574459,0.0003240377,0.0001290251,0.0002499916],"domain_scores_gemma":[0.9989706,0.00001831775,0.000312364,0.0003887429,0.00009911985,0.0002108126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001389584,0.0004735045,0.005450561,0.000009071199,0.00001805236,4.613406e-7,0.001231648,0.0000228086,6.888199e-7,0.9713107,0.01113785,0.01034321],"study_design_scores_gemma":[0.000596285,0.00008394917,0.1601892,0.0000106335,0.000008118715,0.000001684621,0.0001238131,0.002927665,0.00003096508,0.01489691,0.8208861,0.0002446421],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.717794,0.000324703,0.003704697,0.2229118,0.0005975824,0.0007209262,0.006257796,0.0001687551,0.04751973],"genre_scores_gemma":[0.9958897,0.00008080812,0.000733599,0.000551091,0.0001930425,0.000111201,0.0009049209,0.00001328082,0.001522332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9564139,"threshold_uncertainty_score":0.9999669,"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."}}