{"id":"W4404450316","doi":"10.1016/j.jtcvs.2024.11.012","title":"Commentary: Two arteries walk into a CABG… Is it better the second time around?","year":2024,"lang":"en","type":"editorial","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; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Cardiology; Internal medicine; Medicine","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":[0.00809569,0.003398666,0.004814866,0.002262899,0.005221929,0.0073981,0.005122784,0.0441809,0.01612347],"category_scores_gemma":[0.04314216,0.001638229,0.002782884,0.001796781,0.003498329,0.005154726,0.001900103,0.04637993,0.01360216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005077917,"about_ca_system_score_gemma":0.007627173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005964791,"about_ca_topic_score_gemma":0.01469331,"domain_scores_codex":[0.9935207,0.001678822,0.0007979786,0.0007482844,0.002662797,0.0005913555],"domain_scores_gemma":[0.9760022,0.01091793,0.00164843,0.0005647683,0.007043834,0.003822875],"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":[0.00003600759,0.00001082214,0.00003048476,0.0001136466,0.00001890241,0.0001075013,0.00001638903,0.00001278189,0.00002355577,0.0001352284,0.9983015,0.001193185],"study_design_scores_gemma":[0.0002883399,0.00008220601,0.0006309313,0.001117046,0.0002090374,0.0004618637,0.0002331372,0.0002792967,0.0001244893,0.001915664,0.9945963,0.00006177543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006083442,0.00281739,0.00006541074,0.2101743,0.7851783,0.00002345463,0.0000895852,0.00003542763,0.001555262],"genre_scores_gemma":[0.0006020084,0.001830418,0.0001024103,0.1782592,0.8130304,0.00003943544,0.00003671408,0.00003439423,0.006065113],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0441809,"threshold_uncertainty_score":0.05393839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002960713248135,"score_gpt":0.2833615855668433,"score_spread":0.273331978434362,"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."}}