{"id":"W4239981333","doi":"10.1016/j.athoracsur.2007.07.099","title":"Invited commentary","year":2007,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Infectious Aortic and Vascular Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"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":[0.00752416,0.001452119,0.002784004,0.00138691,0.008978985,0.009696715,0.00433091,0.1198134,0.02224324],"category_scores_gemma":[0.05619061,0.001349491,0.00261488,0.00113575,0.004095154,0.003947058,0.004375861,0.06839948,0.0168523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01015645,"about_ca_system_score_gemma":0.01277251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01280141,"about_ca_topic_score_gemma":0.02205303,"domain_scores_codex":[0.9904487,0.002284786,0.0007427836,0.001214983,0.003154448,0.00215432],"domain_scores_gemma":[0.9809353,0.008662186,0.001280672,0.000556943,0.004574829,0.003990058],"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":[0.0000126338,0.000005047641,0.00009716625,0.00002397536,0.00000695592,0.0003794781,0.00006845352,0.00001321885,0.00002065556,0.0007250492,0.9973666,0.001280803],"study_design_scores_gemma":[0.0000713308,0.00002299829,0.0005528999,0.0003529128,0.00004305761,0.0007272447,0.0004534099,0.0001140225,0.0001025287,0.00308237,0.9944322,0.00004505149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001655321,0.001134267,0.00003659088,0.9232177,0.06983227,0.00001755085,0.00003977975,0.00001942317,0.005536937],"genre_scores_gemma":[0.001032166,0.0004099823,0.00003964543,0.9587103,0.02867172,0.00002910036,0.00001714966,0.00001765248,0.01107229],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1198134,"threshold_uncertainty_score":0.07441103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1458283552137295,"score_gpt":0.402126463454266,"score_spread":0.2562981082405365,"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."}}