{"id":"W2912335167","doi":"10.1016/j.athoracsur.2006.09.097","title":"Invited commentary","year":2006,"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":"Radial artery; Medicine; Vasospasm; Contraction (grammar); Vasodilation; Artery; Cardiology; Anesthesia; Surgery; Internal medicine; Subarachnoid hemorrhage","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":[0.007744111,0.001580624,0.00283437,0.001315728,0.009088958,0.009947594,0.004189256,0.1291513,0.02359935],"category_scores_gemma":[0.05702482,0.001389042,0.002816801,0.001098113,0.003568959,0.004324263,0.004289145,0.07058781,0.01708214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009642072,"about_ca_system_score_gemma":0.01122717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.011655,"about_ca_topic_score_gemma":0.02121958,"domain_scores_codex":[0.9906996,0.002176998,0.0007878961,0.001285184,0.002959835,0.002090556],"domain_scores_gemma":[0.9810299,0.008390619,0.001468253,0.0005728211,0.004228384,0.004309988],"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":[0.00001887238,0.000006444437,0.0001000657,0.00003100581,0.0000076946,0.0004014773,0.00007403569,0.00001514796,0.00002627677,0.0007446985,0.9971186,0.001455671],"study_design_scores_gemma":[0.00008245387,0.00002641715,0.0005765674,0.0003658378,0.0000423939,0.0007267912,0.0003990823,0.0001068644,0.0001020702,0.002886608,0.9946407,0.00004406755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001628883,0.001276302,0.00003987933,0.9199654,0.07347707,0.00001806984,0.00004452405,0.00001965026,0.004996186],"genre_scores_gemma":[0.001043782,0.0004370589,0.00004736416,0.9560054,0.02932208,0.0000310199,0.00001805545,0.00001686468,0.01307841],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1291513,"threshold_uncertainty_score":0.07894772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0965120784112116,"score_gpt":0.3676834953340383,"score_spread":0.2711714169228266,"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."}}