{"id":"W4230172936","doi":"10.1016/j.athoracsur.2005.05.099","title":"Invited commentary","year":2005,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Revascularization; Coronary artery disease; Anastomosis; Diabetes mellitus; Cardiology; Artery; Internal medicine; Percutaneous coronary intervention; Surgery; Gold standard (test); 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007766633,0.001577608,0.002870683,0.001462375,0.01019845,0.01075825,0.004383881,0.1343466,0.0233085],"category_scores_gemma":[0.05816669,0.001395132,0.002835456,0.001182743,0.003775291,0.004382534,0.004266151,0.07018203,0.01531066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01143486,"about_ca_system_score_gemma":0.0132324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01625059,"about_ca_topic_score_gemma":0.02828474,"domain_scores_codex":[0.9904979,0.002104293,0.0008152505,0.001372986,0.002985719,0.002223925],"domain_scores_gemma":[0.9805393,0.008691567,0.001433186,0.0005551075,0.0042784,0.004502402],"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":[0.00001744456,0.000006294366,0.0001090723,0.00002903593,0.000008480906,0.0004187349,0.00008305683,0.00001541293,0.00002283142,0.0007841112,0.9970359,0.001469639],"study_design_scores_gemma":[0.00008268128,0.00002770707,0.0006345984,0.0004074301,0.000050797,0.0007174629,0.0004914658,0.0001211341,0.00009888531,0.003033712,0.994285,0.00004916742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000166245,0.001333651,0.00003943972,0.9236928,0.06967933,0.00001778486,0.00004181598,0.00001983428,0.005009187],"genre_scores_gemma":[0.001059109,0.0003815613,0.00004054056,0.9618477,0.02485505,0.00002856214,0.00001587173,0.00001444907,0.01175723],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9766915,"threshold_uncertainty_score":0.08296603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1100442084537836,"score_gpt":0.3798989292623503,"score_spread":0.2698547208085668,"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."}}