{"id":"W3216634619","doi":"10.1016/j.vhri.2021.02.007","title":"Utilization Trends of a Government-Sponsored Health Insurance Program in South India: 2014 to 2018","year":2021,"lang":"en","type":"article","venue":"Value in Health Regional Issues","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Punjab Engineering College","keywords":"Quarter (Canadian coin); Demography; Medicine; Health insurance; Health care; Caste; Geography; Economics; Economic growth; Political science","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":[0.0003664461,0.0001688008,0.0002078946,0.001552203,0.0002976975,0.0009238243,0.0007379484,0.0003597967,0.002780479],"category_scores_gemma":[0.002060345,0.0001662227,0.0006564063,0.003409913,0.0002960725,0.0007326776,0.0009734808,0.0008206642,0.0005938018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002137084,"about_ca_system_score_gemma":0.002234179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.140778,"about_ca_topic_score_gemma":0.1620848,"domain_scores_codex":[0.9995033,0.00004925338,0.00007152193,0.00006285118,0.00009688753,0.0002163193],"domain_scores_gemma":[0.9976733,0.0002120717,0.001083186,0.00005765153,0.0006233555,0.0003503402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001632338,0.00007388977,0.9781975,0.0001818814,0.0001129307,0.0001990034,0.001072374,0.0005373599,0.0002725351,0.0008085775,0.008764441,0.009616322],"study_design_scores_gemma":[0.000001903801,0.00003151455,0.9947342,0.00002981138,0.00002575808,0.0001281131,0.001286493,0.000231137,0.0001041995,0.00004008944,0.003379635,0.000007153578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699476,0.0006993658,0.0001243644,0.001080969,0.00003440538,0.00001456702,0.02504438,0.00004343979,0.00301091],"genre_scores_gemma":[0.9834542,0.0007500824,0.0001082844,0.0001661557,0.00003015826,0.00002010647,0.01254599,0.00001063898,0.002914319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.140778,"threshold_uncertainty_score":0.2799172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1161383101529861,"score_gpt":0.3479229256531754,"score_spread":0.2317846155001893,"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."}}