{"id":"W2098161615","doi":"10.1172/jci41036","title":"Health care reform — need for less emotion and more science","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Investigation","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Government (linguistics); Quality (philosophy); Public relations; Value (mathematics); Health care reform; Medicine; Business; Health policy; Political science; Economic growth; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01959768,0.0004760031,0.001181447,0.001205014,0.005865583,0.01192778,0.001715481,0.01534981,0.01046565],"category_scores_gemma":[0.02608343,0.0002560616,0.0006574569,0.001055245,0.02340716,0.0131636,0.007400705,0.0212114,0.00137282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006529125,"about_ca_system_score_gemma":0.01486602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002228451,"about_ca_topic_score_gemma":0.003028145,"domain_scores_codex":[0.9884365,0.006969849,0.000287111,0.0006195681,0.002173969,0.001513024],"domain_scores_gemma":[0.9598799,0.01941338,0.002860867,0.001262629,0.003604503,0.01297867],"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":[0.0001697719,0.000419817,0.002291844,0.001006795,0.0001049517,0.0003781163,0.006712875,0.0002854918,0.001044407,0.3368579,0.5336877,0.1170404],"study_design_scores_gemma":[0.0002893035,0.0002261847,0.004768661,0.00193068,0.00004645092,0.0004386561,0.02195587,0.0004989399,0.0003304144,0.350339,0.6190845,0.00009141851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0008860375,0.003781211,0.0002247777,0.9910563,0.001474621,0.000003397653,0.000006673269,0.00000877618,0.002558166],"genre_scores_gemma":[0.1098992,0.01198766,0.001529283,0.8509348,0.02198478,0.00005349343,0.00003555368,0.00003586166,0.003539298],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01959768,"threshold_uncertainty_score":0.1036437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2256484099517937,"score_gpt":0.5621515260264938,"score_spread":0.3365031160747001,"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."}}