{"id":"W4285085119","doi":"10.1001/jamacardio.2022.1948","title":"Skeletonized Internal Thoracic Artery—Post Hoc Analysis vs Clinical Practice—Reply","year":2022,"lang":"en","type":"letter","venue":"JAMA Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Otorhinolaryngology; Neurology; Family medicine; Internal medicine; Psychiatry","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":[0.01219073,0.0007183367,0.001377038,0.0009487804,0.001252733,0.001698226,0.001668548,0.01336074,0.01484299],"category_scores_gemma":[0.1238923,0.0005508063,0.001764199,0.001428935,0.001596491,0.002132374,0.0006729034,0.01357511,0.007223097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002031394,"about_ca_system_score_gemma":0.002786683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005449567,"about_ca_topic_score_gemma":0.004876154,"domain_scores_codex":[0.9947966,0.002346541,0.001040725,0.0005832775,0.0008848067,0.0003481566],"domain_scores_gemma":[0.8994328,0.08835895,0.002028969,0.001526353,0.006696081,0.001956918],"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":[0.0004546535,0.00003541721,0.005399046,0.0001593848,0.0001330804,0.0005194715,0.0001324071,0.0001281471,0.00008104931,0.001061777,0.9784717,0.01342379],"study_design_scores_gemma":[0.003845657,0.001202006,0.04953567,0.003199282,0.001494575,0.007119411,0.002383741,0.007617248,0.001887202,0.04096391,0.8802201,0.0005312313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001952862,0.0007663961,0.0003296158,0.9677777,0.02669179,0.00006194744,0.0007771866,0.00009372304,0.00154879],"genre_scores_gemma":[0.02140673,0.000968115,0.0008316376,0.9106964,0.06183577,0.0003557419,0.0003128741,0.0000643893,0.003528319],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01484299,"threshold_uncertainty_score":0.06447148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241472120053103,"score_gpt":0.4102408548468629,"score_spread":0.3860936428415526,"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."}}