{"id":"W80855848","doi":"10.1161/circ.118.suppl_18.s_1161","title":"Abstract 6223: The Appropriateness of PCI in a Regional Registry is High","year":2008,"lang":"en","type":"article","venue":"Circulation","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Conventional PCI; Concordance; Asymptomatic; Appropriate Use Criteria; Angina; Canadian Cardiovascular Society; Internal medicine; Cardiology; Myocardial infarction","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":[0.01458623,0.0002300775,0.0005840846,0.001923724,0.0003742895,0.001718629,0.001038174,0.000628491,0.003178866],"category_scores_gemma":[0.07246848,0.0002770915,0.0004043783,0.004244037,0.0008483774,0.0009941198,0.001095149,0.0005474539,0.001606106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000680724,"about_ca_system_score_gemma":0.001065009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003953274,"about_ca_topic_score_gemma":0.004265577,"domain_scores_codex":[0.9846336,0.007636292,0.001995043,0.002064687,0.003137132,0.0005331052],"domain_scores_gemma":[0.8594531,0.0302949,0.07536704,0.01531524,0.01447351,0.005096169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005508646,0.000006691598,0.9932629,0.00003351793,0.00004234749,0.00009587946,0.0000927922,0.0001199439,0.0001608711,0.00008230574,0.001551198,0.004496268],"study_design_scores_gemma":[0.00001249091,0.00003834957,0.9958913,0.00004064844,0.00005504634,0.001067558,0.000211947,0.0008660188,0.0001642367,0.0001276802,0.001512384,0.00001233009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759021,0.002571423,0.003836539,0.003779177,0.0001039689,0.0001261281,0.005442156,0.0002069005,0.008031521],"genre_scores_gemma":[0.9962299,0.0003911897,0.001188847,0.0003557868,0.00016009,0.00003747916,0.00147393,0.00004814393,0.000114444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01458623,"threshold_uncertainty_score":0.07714027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2939670740707417,"score_gpt":0.4330446107140136,"score_spread":0.1390775366432719,"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."}}