{"id":"W4205751963","doi":"10.1016/j.athoracsur.2006.10.029","title":"Invited commentary","year":2007,"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; Phenylephrine; Thromboxane A2; Contraction (grammar); Vasospasm; Vasoconstriction; Extracellular; Radial artery; Cardiology; Calcium in biology; Thromboxane; Internal medicine; Calcium; Artery; Anesthesia; Receptor; Cell biology; Subarachnoid hemorrhage; Biology","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":[0.007502542,0.001559978,0.002850669,0.00137969,0.009412394,0.01007033,0.004461545,0.130098,0.02299215],"category_scores_gemma":[0.05540593,0.001421043,0.002807569,0.001148679,0.004159462,0.004193623,0.004417181,0.07423566,0.01772237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01066121,"about_ca_system_score_gemma":0.01320636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0134261,"about_ca_topic_score_gemma":0.02320958,"domain_scores_codex":[0.9904799,0.00219015,0.0007192107,0.001278952,0.003105391,0.002226405],"domain_scores_gemma":[0.9810328,0.008744911,0.001283813,0.0005399361,0.004430588,0.00396783],"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":[0.00001392665,0.000005478108,0.00009057402,0.00002395934,0.000007187198,0.0003477274,0.0000659721,0.0000137865,0.00002182571,0.0007338528,0.9974144,0.001261286],"study_design_scores_gemma":[0.00007921461,0.00002505669,0.0005484261,0.0003579574,0.00004683862,0.0006920263,0.0004696572,0.0001246158,0.0001118019,0.003325724,0.9941692,0.00004933199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001588345,0.001072256,0.00003768796,0.9287421,0.0649316,0.00001764571,0.00004218964,0.00002052971,0.004977319],"genre_scores_gemma":[0.0009205874,0.000379805,0.00003962763,0.9623113,0.02532255,0.00003024906,0.00001735057,0.0000181304,0.01096037],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.130098,"threshold_uncertainty_score":0.07735288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1265143149184041,"score_gpt":0.3940096385335813,"score_spread":0.2674953236151772,"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."}}