{"id":"W2061330540","doi":"10.1377/hlthaff.25.w74","title":"Medical Bankruptcy: Myth Versus Fact","year":2006,"lang":"en","type":"letter","venue":"Health Affairs","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Solvency; Bankruptcy; Middle class; Government (linguistics); Actuarial science; Poverty; Mythology; Health insurance; Business; Economics; Economic growth; Law; Finance; Political science; Health care; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008157286,0.0004415079,0.001129408,0.000887722,0.004054658,0.006982325,0.00179085,0.0480709,0.006631299],"category_scores_gemma":[0.03830465,0.0004882049,0.0007215209,0.0008907582,0.007129646,0.006906582,0.002041114,0.03840694,0.003572808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004460763,"about_ca_system_score_gemma":0.004192816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006439744,"about_ca_topic_score_gemma":0.01437132,"domain_scores_codex":[0.9956431,0.001528236,0.0005088596,0.0007532021,0.00106872,0.0004979459],"domain_scores_gemma":[0.9726194,0.02085779,0.001555143,0.0006413379,0.00262364,0.001702673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004268174,0.00003776494,0.001338801,0.00004692278,0.00001357574,0.001073971,0.0005042409,0.0000769341,0.000101492,0.03518771,0.944353,0.01722292],"study_design_scores_gemma":[0.0001033837,0.0000617164,0.002668912,0.000821594,0.00002575877,0.00188703,0.002657454,0.0008659347,0.0001706447,0.07897199,0.9116861,0.0000795399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003469729,0.00104896,0.00005315194,0.9944354,0.001373272,0.000002755658,0.00001346733,0.000004598748,0.002721356],"genre_scores_gemma":[0.007466523,0.001510234,0.000145763,0.9713868,0.01516218,0.00001411113,0.00001214658,0.000008663152,0.004293513],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0480709,"threshold_uncertainty_score":0.04314035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07195984706460415,"score_gpt":0.3023215193962309,"score_spread":0.2303616723316268,"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."}}