{"id":"W2320967929","doi":"10.1097/00132981-200403000-00010","title":"Boutique Medicine Will Not Save Health Care","year":2004,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Entitlement (fair division); Government (linguistics); Health care; Subsidy; Inefficiency; Public administration; Restructuring; Business; Economic growth; Political science; Economics; Finance; Law","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001442798,0.0005381568,0.001251158,0.0003065341,0.001174109,9.699473e-7,0.0005325449,0.0003899196,0.01470405],"category_scores_gemma":[0.001712102,0.0003989485,0.0001139282,0.0009143481,0.0002630481,0.0001822482,0.0001507549,0.001396141,0.001534209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001530652,"about_ca_system_score_gemma":0.00153932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06598222,"about_ca_topic_score_gemma":0.02756137,"domain_scores_codex":[0.9929062,0.0007837762,0.002638849,0.000818174,0.001151015,0.001702004],"domain_scores_gemma":[0.9958738,0.0002324241,0.0008396918,0.00105789,0.0007675751,0.001228599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001074369,0.00004480765,0.005818641,0.001341882,0.00002969118,0.00002059789,0.08293788,0.00001147397,0.0001475813,0.01333345,0.8942714,0.001935147],"study_design_scores_gemma":[0.003914296,0.001671887,0.02056671,0.002542549,0.0000476167,0.000006545797,0.05065779,0.000002178963,0.00001956921,0.002693321,0.9175161,0.0003614492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05433112,0.05022569,0.001614181,0.641817,0.0406437,0.005134406,0.00009554646,0.001075406,0.205063],"genre_scores_gemma":[0.8833954,0.01815592,0.001148138,0.06591856,0.01779307,0.0004004347,0.0004475292,0.0002109639,0.01252995],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8290643,"threshold_uncertainty_score":0.9998462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09302829814394471,"score_gpt":0.5100492868024648,"score_spread":0.4170209886585201,"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."}}