{"id":"W1976294310","doi":"10.2190/hs.44.1.b","title":"Health Issues and Health Care Expenses in Canadian Bankruptcies and Insolvencies","year":2014,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Bankruptcy; Medical prescription; Health care; Medical expenses; Business; Medicine; Family medicine; Actuarial science; Finance; Medical emergency; Nursing; Economics; Economic growth","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001964613,0.0001112927,0.000461053,0.0007121616,0.0001414773,0.00009846706,0.0002325516,0.00003801387,0.00001610245],"category_scores_gemma":[0.00002461287,0.0001177478,0.00003054165,0.00008461676,0.00003149134,0.0002880562,0.00005323166,0.0001440081,0.000006161195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005720613,"about_ca_system_score_gemma":0.0004110314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8541543,"about_ca_topic_score_gemma":0.748351,"domain_scores_codex":[0.9982057,0.00007607094,0.001061338,0.0001796874,0.00009359464,0.0003836598],"domain_scores_gemma":[0.9985476,0.00003854527,0.0008542137,0.00009104778,0.00009040531,0.0003782606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003490431,0.00007494173,0.4643682,0.002270988,0.00009288611,0.00001286805,0.07802504,0.00006323848,2.741463e-7,0.3199192,0.002237922,0.1328996],"study_design_scores_gemma":[0.0005665909,0.0003729203,0.462092,0.0004893306,5.891094e-7,0.00003263832,0.005536632,0.0002045355,0.000001014606,0.006353925,0.524231,0.0001188735],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2888049,0.1362053,0.0001049037,0.5724357,0.001088449,0.00026711,0.0001106873,0.00001221548,0.0009707014],"genre_scores_gemma":[0.9540585,0.01390557,0.0006910386,0.03109624,0.0002022371,0.000003127753,0.000009042104,0.000009894908,0.00002439217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6652536,"threshold_uncertainty_score":0.4801615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03968852665145966,"score_gpt":0.3360242956598001,"score_spread":0.2963357690083405,"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."}}