{"id":"W7133027925","doi":"","title":"Research on Competition in the Health Care Industry","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Health care; Competition (biology); Pharmacy; Quality (philosophy); Ambulatory care; Inpatient care; Outpatient clinic; Drug prices","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":[0.002954059,0.000289256,0.0005796029,0.002340161,0.001618272,0.002521908,0.0004123889,0.0008488699,0.006733677],"category_scores_gemma":[0.006519166,0.0001548663,0.0006861924,0.005637819,0.002195123,0.002263217,0.001749561,0.001111008,0.0002577438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008493945,"about_ca_system_score_gemma":0.008173173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0545688,"about_ca_topic_score_gemma":0.04552742,"domain_scores_codex":[0.9975085,0.000828771,0.00009701636,0.00025519,0.0005641985,0.000746181],"domain_scores_gemma":[0.9915735,0.004119436,0.002249314,0.000186543,0.0008757312,0.0009953408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001487309,0.0004432967,0.5544147,0.0008532672,0.0003134168,0.0005563168,0.003489457,0.01391117,0.0003649114,0.3320693,0.01174221,0.0816933],"study_design_scores_gemma":[0.0001055618,0.0004319498,0.8038506,0.00117139,0.0001872191,0.0002235978,0.01333469,0.01729305,0.000427053,0.09491055,0.06798106,0.00008319174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7919183,0.03046696,0.004768709,0.02650216,0.0002659487,0.0001611464,0.0008266343,0.00002493212,0.1450652],"genre_scores_gemma":[0.9901381,0.006091322,0.0002912281,0.001023395,0.0001588816,0.00002625181,0.0001883401,0.000002772795,0.002079812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0545688,"threshold_uncertainty_score":0.1085023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1952364425082881,"score_gpt":0.4633980786185247,"score_spread":0.2681616361102366,"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."}}