{"id":"W2140580908","doi":"10.1002/jhm.2436","title":"Patient financial responsibility for observation care","year":2015,"lang":"en","type":"review","venue":"Journal of Hospital Medicine","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Beneficiary; Deductible; Liability; Quarter (Canadian coin); Actuarial science; Finance; Inpatient care; Emergency medicine; Family medicine; Medical emergency; Health care; Business; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005218009,0.0002018613,0.0002576274,0.001088375,0.001129473,0.001492023,0.0008334678,0.0006565433,0.01777947],"category_scores_gemma":[0.05489771,0.0001397172,0.0004347055,0.001241748,0.0008648316,0.0009807419,0.002545657,0.00104668,0.0009411707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002870883,"about_ca_system_score_gemma":0.007092129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009191723,"about_ca_topic_score_gemma":0.009121568,"domain_scores_codex":[0.9899463,0.004403434,0.0009927474,0.0006197533,0.002862938,0.001174887],"domain_scores_gemma":[0.9391354,0.01862348,0.02847397,0.002691635,0.00384239,0.007233202],"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":[0.0002131486,0.0002325929,0.8345724,0.0002074968,0.00009436293,0.0002961712,0.0009273025,0.0006314807,0.0002230396,0.005334853,0.05369818,0.103569],"study_design_scores_gemma":[0.0001013615,0.0003988315,0.9135272,0.0005882089,0.00007826489,0.002433338,0.001348892,0.002706534,0.0003574221,0.005221592,0.07319389,0.00004453449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7635158,0.004174423,0.007507951,0.05959167,0.0004932969,0.0007038933,0.0108658,0.0003164808,0.1528306],"genre_scores_gemma":[0.9908394,0.0005716783,0.001586334,0.002157707,0.0003637399,0.0001606212,0.00158994,0.00001626997,0.002714342],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01777947,"threshold_uncertainty_score":0.05947822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1478381042833956,"score_gpt":0.366574661579973,"score_spread":0.2187365572965774,"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."}}