{"id":"W1830033591","doi":"","title":"Improved patient outcomes when transmyocardial revascularization is used as adjunctive revascularization.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Pain Management and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ejection fraction; Revascularization; Angina; Myocardial infarction; Canadian Cardiovascular Society; Unstable angina; Angioplasty; Artery; Cardiology; Intensive care unit; Bypass grafting; Internal medicine; Surgery; Heart failure","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":[],"consensus_categories":[],"category_scores_codex":[0.000380876,0.0002337017,0.0003840612,0.0001450922,0.00009774215,0.00003844173,0.00005837553,0.0001042814,0.0001344355],"category_scores_gemma":[0.0003191392,0.000189265,0.0003468882,0.0002403861,0.00003496714,0.0001397585,0.0000161236,0.00009976182,0.00003564837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001769597,"about_ca_system_score_gemma":0.00004478684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004509546,"about_ca_topic_score_gemma":0.000004923917,"domain_scores_codex":[0.9982709,0.0001578614,0.0003085926,0.0004143326,0.0004752214,0.0003730618],"domain_scores_gemma":[0.9991112,0.0000432861,0.00009421523,0.0004549658,0.000115693,0.0001805916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006212014,0.003177573,0.6197811,0.0003864264,0.01103549,0.0001715703,0.006672108,0.00004897906,0.0002793887,0.01038106,0.007300102,0.340145],"study_design_scores_gemma":[0.0232088,0.0004033225,0.8337785,0.00004876133,0.003328836,0.00002109901,0.0003062991,0.0002617739,0.005489501,0.00432553,0.1280503,0.0007772404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6287582,0.004460655,0.120584,0.02753653,0.003673501,0.04721313,0.00009217504,0.001500842,0.166181],"genre_scores_gemma":[0.9891887,0.00008051147,0.000979808,0.003191328,0.00004624383,0.002273938,0.0001512029,0.00004295613,0.0040453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3604305,"threshold_uncertainty_score":0.7718002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427482402723581,"score_gpt":0.2147976804775723,"score_spread":0.2005228564503365,"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."}}