{"id":"W2372411117","doi":"10.1097/aln.0b013e3181b78713","title":"Substrate for Healthcare Reform","year":2009,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Medicine; Health care; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005989705,0.00056836,0.0004474528,0.001220077,0.003853013,0.008497066,0.001222452,0.006718886,0.06409014],"category_scores_gemma":[0.02082379,0.0002341604,0.0005961109,0.001352505,0.005775551,0.008854943,0.007957439,0.009065364,0.008206724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007354497,"about_ca_system_score_gemma":0.01162063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005735359,"about_ca_topic_score_gemma":0.005750887,"domain_scores_codex":[0.993863,0.001600711,0.0002273281,0.0008462889,0.001584022,0.001878579],"domain_scores_gemma":[0.993731,0.001361642,0.0005944985,0.0008122728,0.001544765,0.001955877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001761235,0.00003466309,0.001129707,0.00006572219,0.00001031742,0.0001147157,0.000510978,0.00008403623,0.0000706255,0.7003101,0.2640431,0.03360843],"study_design_scores_gemma":[0.00002026232,0.00002536999,0.001476933,0.0002408317,0.000004710688,0.0000896124,0.0006046926,0.0001879674,0.00006654254,0.107678,0.8895915,0.00001350787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005994604,0.007300847,0.003404081,0.6993704,0.008741458,0.0001217428,0.0006069594,0.0001845511,0.2742753],"genre_scores_gemma":[0.2973591,0.0130977,0.006732392,0.4684431,0.01772753,0.000622048,0.001656788,0.0004314292,0.19393],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06409014,"threshold_uncertainty_score":0.2144029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1141098370092272,"score_gpt":0.4288381346092119,"score_spread":0.3147282975999847,"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."}}