{"id":"W4313027762","doi":"10.4103/ijmr.ijmr_67_19","title":"Cost of delivering primary healthcare services through public sector in India","year":2022,"lang":"en","type":"article","venue":"International Journal of Microbiology Research","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"United States Agency for International Development","keywords":"Activity-based costing; Unit cost; Health care; Total cost; Public sector; Public health; Tamil; Business; Unit (ring theory); Medicine; Average cost; Primary health care; Environmental health; Socioeconomics; Operations management; Economic growth; Nursing; Population; Economics","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":[0.0003771954,0.0003017733,0.0001530201,0.001728477,0.0003162421,0.001809288,0.0007571793,0.0002523293,0.002074246],"category_scores_gemma":[0.001807323,0.000243732,0.0006794909,0.003056991,0.0003852704,0.0007721301,0.0009233226,0.0004818998,0.0002568431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005617151,"about_ca_system_score_gemma":0.00301336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1418189,"about_ca_topic_score_gemma":0.121603,"domain_scores_codex":[0.9992035,0.0001612933,0.00006647691,0.00006600288,0.0002142795,0.0002884298],"domain_scores_gemma":[0.9984841,0.0003260946,0.0005791351,0.00007609696,0.0003487072,0.0001857765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001916642,0.0001129357,0.9219511,0.0003508566,0.000289048,0.001045738,0.0008233504,0.02662979,0.0004764674,0.003942113,0.006351387,0.0378356],"study_design_scores_gemma":[0.00000678269,0.0001091763,0.9824505,0.00009581099,0.0001208603,0.0007682974,0.002008666,0.0089618,0.000404124,0.0004573306,0.004589094,0.00002745858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818517,0.0007783728,0.000473219,0.0008080208,0.000025312,0.00004803826,0.00683671,0.00005257939,0.009126094],"genre_scores_gemma":[0.9969788,0.0004374315,0.000246075,0.00005807249,0.0000107989,0.00001205657,0.00123439,0.000004481377,0.001017959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1418189,"threshold_uncertainty_score":0.2819868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1755898115168452,"score_gpt":0.3693761803393387,"score_spread":0.1937863688224934,"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."}}