{"id":"W2619025101","doi":"10.5530/jppcm.2017.3.22","title":"India Strive to Provide Universal Health Coverage","year":2017,"lang":"en","type":"article","venue":"Journal of Pharmacy Practice and Community Medicine","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Developing country; Population; Universal coverage; Payment; Universal design; Economic growth; Socioeconomics; Geography; Political science; Health insurance; Business; Medicine; Environmental health; Health care; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005875032,0.0001103386,0.0005185459,0.0002136819,0.001012986,0.00007411309,0.0004553696,0.00003617996,0.00005737842],"category_scores_gemma":[0.002262066,0.00008479683,0.0000464958,0.00007530738,0.00008746769,0.001130177,0.0001305341,0.001223207,0.00001965026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001534694,"about_ca_system_score_gemma":0.0001712508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02825324,"about_ca_topic_score_gemma":0.0001193691,"domain_scores_codex":[0.9985488,0.0002766913,0.0007948371,0.00008529528,0.00008881844,0.0002055332],"domain_scores_gemma":[0.9965241,0.0002183251,0.002300694,0.0003884985,0.0001596403,0.0004087554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002256225,0.001549424,0.1687107,0.001334459,0.000988584,0.0004828139,0.09973177,0.00002523843,0.0001871081,0.02121186,0.02798203,0.6755398],"study_design_scores_gemma":[0.004405112,0.001712479,0.048846,0.0002720738,0.00001610892,0.0003579174,0.00926234,0.00002598124,0.00001970353,0.001309832,0.9336271,0.000145304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7936706,0.004882189,0.001420141,0.1710007,0.001423399,0.0003825008,0.00003928134,0.00001007832,0.02717109],"genre_scores_gemma":[0.9872486,0.006071692,0.0002001937,0.005691439,0.0004733078,0.000001099689,0.000001749247,0.00001088993,0.0003010397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9056451,"threshold_uncertainty_score":0.9782177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1223380762189023,"score_gpt":0.39810716588511,"score_spread":0.2757690896662076,"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."}}