{"id":"W2947605771","doi":"10.1007/s10198-019-01074-x","title":"Assessing progressivity and catastrophic effect of out-of-pocket payments for healthcare in Canada: 2010–2015","year":2019,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University; World Health Organization","keywords":"Payment; Health care; Business; Economics; Actuarial science; Public economics; Finance; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008169992,0.0001356875,0.0007985285,0.0001732714,0.00006173188,0.00002307141,0.0002803549,0.00002082562,0.000005873047],"category_scores_gemma":[0.00008087802,0.0001155884,0.00007329683,0.00006347251,0.00004008179,0.0001888825,0.00007627932,0.0002278191,0.000004397993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004672892,"about_ca_system_score_gemma":0.0006567602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1289088,"about_ca_topic_score_gemma":0.06048651,"domain_scores_codex":[0.9972484,0.0004580723,0.001732075,0.0001803655,0.0000360859,0.0003450589],"domain_scores_gemma":[0.9967312,0.0002206114,0.002606144,0.0002671745,0.00004166344,0.0001331834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006200063,0.000190977,0.5682579,0.00794019,0.0003222172,0.00001629852,0.003413335,0.001807287,0.000007995605,0.01562757,0.003274822,0.3985214],"study_design_scores_gemma":[0.009210117,0.004229218,0.9297749,0.001332687,0.00003590227,0.00006691118,0.001318966,0.002723151,0.0001616114,0.003904778,0.04658362,0.000658169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979471,0.004592058,0.0001816086,0.01363675,0.001110829,0.0006677503,0.0001397244,0.000001856753,0.0001984693],"genre_scores_gemma":[0.9982573,0.0007838306,0.0003201982,0.0004983019,0.00008754714,0.000003361321,0.000004600424,0.00002553518,0.00001928288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3978633,"threshold_uncertainty_score":0.9566572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07194744811310802,"score_gpt":0.3089115405595972,"score_spread":0.2369640924464892,"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."}}