{"id":"W3128911521","doi":"10.1016/j.jtcvs.2021.01.097","title":"Commentary: Do as I say… but only if you can do as I do","year":2021,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Conventional PCI; Percutaneous coronary intervention; Artery; Generalizability theory; EuroSCORE; Thoracotomy; Cardiology; Coronary artery bypass surgery; Internal medicine; Surgery; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004909819,0.001417288,0.002660693,0.001219213,0.0100923,0.007836794,0.003609779,0.1639987,0.01677569],"category_scores_gemma":[0.04802813,0.001597825,0.002064649,0.001343997,0.004579371,0.005065602,0.003056828,0.09638441,0.01498837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00983135,"about_ca_system_score_gemma":0.0142617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01354027,"about_ca_topic_score_gemma":0.02304381,"domain_scores_codex":[0.9938684,0.0013134,0.000766995,0.0009169649,0.001637353,0.001496835],"domain_scores_gemma":[0.9817401,0.008446605,0.001820541,0.0004657815,0.003237981,0.004289047],"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":[0.00004514513,0.00002003519,0.0003464927,0.00005825501,0.00001908438,0.002419829,0.0002326088,0.00004049227,0.00009004945,0.001622953,0.9930355,0.002069594],"study_design_scores_gemma":[0.0002259327,0.00008941392,0.00156284,0.001143922,0.0001278,0.00446567,0.001404978,0.0007269401,0.0002432358,0.008698073,0.9811606,0.00015054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002423393,0.0004491989,0.00003994287,0.9696372,0.02734753,0.00001435439,0.00003388055,0.00001209971,0.00222342],"genre_scores_gemma":[0.001715444,0.0003830571,0.00008513272,0.9552463,0.0367285,0.00003336724,0.00001722204,0.00001678202,0.005774212],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1639987,"threshold_uncertainty_score":0.0713318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489754784331503,"score_gpt":0.2693258216281851,"score_spread":0.2544282737848701,"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."}}