{"id":"W4387872441","doi":"10.1016/j.jacc.2023.08.042","title":"Reply","year":2023,"lang":"en","type":"letter","venue":"Journal of the American College of Cardiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Toronto; Health Sciences Centre; University Health Network","funders":"Canadian Institutes of Health Research; Novo Nordisk; Novartis","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004633029,0.001105422,0.001973892,0.001337991,0.007552675,0.007674469,0.002385114,0.0944675,0.01454012],"category_scores_gemma":[0.02982078,0.001401889,0.001682213,0.0008765946,0.003419534,0.00364595,0.003387389,0.05298394,0.01456453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00488395,"about_ca_system_score_gemma":0.008875192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01426874,"about_ca_topic_score_gemma":0.01993755,"domain_scores_codex":[0.9958229,0.0007754806,0.0004434144,0.0007252051,0.001138282,0.001094704],"domain_scores_gemma":[0.9891159,0.003841197,0.0008787714,0.0004132016,0.002584964,0.003165851],"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":[0.00003004601,0.00001602185,0.00059797,0.00002586588,0.00001447732,0.0008105346,0.0001343467,0.00002514099,0.00007130242,0.001046434,0.9954081,0.001819828],"study_design_scores_gemma":[0.00008195522,0.00003882711,0.00195326,0.0002735036,0.00004454863,0.001033785,0.0008307855,0.0001978158,0.000153132,0.004646434,0.9906507,0.0000952801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003219627,0.0007344789,0.0000661422,0.9594933,0.03510071,0.00001920374,0.0000778616,0.00003425239,0.004152183],"genre_scores_gemma":[0.001320596,0.0002264296,0.00005870609,0.9773696,0.01213771,0.00003267044,0.00002516266,0.00001439949,0.008814631],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0944675,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581270496084832,"score_gpt":0.2799904415053145,"score_spread":0.2641777365444662,"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."}}