{"id":"W4306252785","doi":"10.1093/eurheartj/ehac544.1242","title":"PCI of chronic total occlusions: what is the clinical benefit and impact on quality of life?","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Conventional PCI; Context (archaeology); Percutaneous coronary intervention; Angina; Internal medicine; Quality of life (healthcare); Myocardial infarction; Cardiology; Revascularization; Canadian Cardiovascular Society; Surgery","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":[0.002256035,0.0001843165,0.0006577703,0.001083073,0.0002283444,0.001035869,0.0002141085,0.000481106,0.002154976],"category_scores_gemma":[0.004995733,0.00008520071,0.0005243839,0.001163452,0.0004718614,0.000693309,0.0003637338,0.0004078468,0.0001938018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000545103,"about_ca_system_score_gemma":0.0003925306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006929847,"about_ca_topic_score_gemma":0.0009399828,"domain_scores_codex":[0.9988621,0.000585656,0.0001190622,0.00007528238,0.0002463546,0.0001114743],"domain_scores_gemma":[0.9968861,0.001343389,0.001062087,0.00004633253,0.0003441535,0.000318032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001225598,0.0002363988,0.922962,0.0009527644,0.0005231848,0.0001923603,0.0002585969,0.0001780189,0.000291783,0.0003268343,0.001224579,0.07162792],"study_design_scores_gemma":[0.00005198984,0.0009401435,0.9941822,0.0005566253,0.0002604765,0.0005335984,0.0007886505,0.0003081928,0.00009358555,0.0004188597,0.001847023,0.00001864208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306719,0.06062538,0.0003174283,0.003392684,0.0001149616,0.00004202851,0.001076814,0.00000366124,0.003755307],"genre_scores_gemma":[0.9907047,0.008229082,0.0001370121,0.0001705693,0.0002438315,0.00001845485,0.0003591612,0.000001214817,0.0001359906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002256035,"threshold_uncertainty_score":0.01193118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019444424157377,"score_gpt":0.4202664960004633,"score_spread":0.3183220535847257,"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."}}