{"id":"W750270470","doi":"","title":"India's Healthcare Industry: Innovation in Healthcare Delivery, Financing, and Manufacturing","year":2015,"lang":"en","type":"article","venue":"The innovation journal","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Business; Purchasing; Purchasing power; Population; Marketing; Public relations; Medicine; Economics; Economic growth; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003762198,0.0001728342,0.0003483467,0.001100622,0.000305043,0.0001516803,0.0001810964,0.0003639405,0.00001488993],"category_scores_gemma":[0.0001038022,0.0001383902,0.00002701128,0.001514996,0.00004265748,0.0004207019,0.00005543686,0.001399399,0.00003322766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005294175,"about_ca_system_score_gemma":0.0003139314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004010431,"about_ca_topic_score_gemma":0.0003873856,"domain_scores_codex":[0.9973896,0.00006568545,0.001721027,0.0002723738,0.0001252647,0.0004260594],"domain_scores_gemma":[0.998212,0.00001398893,0.001105087,0.0002191082,0.0003194627,0.0001303204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005566574,0.00005967304,0.639959,0.0002045097,0.00003511555,0.00003848258,0.004093491,0.0001993926,0.000007699181,0.1946943,0.002448814,0.1582038],"study_design_scores_gemma":[0.002017944,0.0003075363,0.8077751,0.000236313,0.000001424788,0.0004724832,0.002163246,0.000737947,0.00006242658,0.0976573,0.08810973,0.0004585661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712331,0.001269132,0.0008252753,0.02467222,0.001081608,0.0003031292,0.00002717988,0.00002206547,0.0005662845],"genre_scores_gemma":[0.9957058,0.0001094308,0.0001951561,0.003126007,0.0004249881,0.00001620855,0.0000201684,0.00002470543,0.0003774754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.167816,"threshold_uncertainty_score":0.6079772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07043938743553917,"score_gpt":0.2777650791513052,"score_spread":0.207325691715766,"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."}}