{"id":"W3125363134","doi":"10.3386/w19726","title":"The Effect of Patient Cost Sharing on Utilization, Health, and Risk Protection","year":2013,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Ministry of Health, Labour and Welfare","keywords":"Business; Health risk; Risk analysis (engineering); Medicine; Environmental health","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":[0.003013004,0.0003265329,0.0005227283,0.0007804221,0.0004702196,0.00111612,0.0007853133,0.0008313151,0.003089865],"category_scores_gemma":[0.01818128,0.0001801549,0.0009587215,0.0007032412,0.0007938796,0.0008065888,0.001514016,0.001251044,0.00013369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508803,"about_ca_system_score_gemma":0.001081404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006236582,"about_ca_topic_score_gemma":0.004427753,"domain_scores_codex":[0.9974759,0.001045232,0.0001191337,0.0003293333,0.0002820923,0.0007482588],"domain_scores_gemma":[0.9864122,0.007226276,0.003983736,0.000944928,0.0003921328,0.001040745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001608893,0.0008955515,0.8678333,0.0001060526,0.0007996611,0.0007407098,0.0009647888,0.03066203,0.00276815,0.02447091,0.001645366,0.06750459],"study_design_scores_gemma":[0.0001081228,0.0007819551,0.9479709,0.00003375603,0.0005611511,0.0004269004,0.0009054278,0.03059104,0.002681707,0.01343418,0.002426155,0.00007868402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925598,0.0004661446,0.002918493,0.001002009,0.00002338516,0.00002182413,0.0003900488,0.00001867297,0.002599712],"genre_scores_gemma":[0.9992608,0.00005398375,0.0002749583,0.00005839156,0.00001618739,0.000004834319,0.00007470105,0.000001865058,0.0002542267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006236582,"threshold_uncertainty_score":0.01593447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3811266535147804,"score_gpt":0.4787544442277442,"score_spread":0.09762779071296379,"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."}}