{"id":"W2588144994","doi":"10.1016/j.jtcvs.2017.02.005","title":"What predicts risk and what defines outcomes in congenital heart disease?","year":2017,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children; University of Toronto; American Association for Thoracic Surgery","keywords":"Heart disease; Disease; Medicine; Cardiology; Internal 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":[0.007036843,0.0002380471,0.001141716,0.001056762,0.001157577,0.002076958,0.0008944703,0.005326665,0.00254435],"category_scores_gemma":[0.05929379,0.0002948773,0.0008951541,0.001692132,0.001225792,0.002522878,0.0008622318,0.006104071,0.0007083674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388577,"about_ca_system_score_gemma":0.002799518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069383,"about_ca_topic_score_gemma":0.02307889,"domain_scores_codex":[0.9953864,0.002318039,0.0008641404,0.0002795647,0.0006360355,0.0005157895],"domain_scores_gemma":[0.9669225,0.02341179,0.002875173,0.001160365,0.003146261,0.002483804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003689805,0.0001784698,0.7833186,0.0003993909,0.0004066213,0.002113876,0.0008179225,0.0001564171,0.0001140648,0.004023069,0.1393015,0.06880112],"study_design_scores_gemma":[0.0005210891,0.0004568803,0.7659796,0.006634322,0.001472447,0.009178453,0.0114385,0.00225996,0.0004763074,0.05051823,0.1507595,0.0003046346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06762186,0.02750076,0.0003602548,0.8840852,0.007959153,0.00002165841,0.0006452461,0.00001940094,0.01178654],"genre_scores_gemma":[0.6142938,0.0305967,0.001664342,0.2851153,0.06358919,0.0001305284,0.0008349121,0.00004138135,0.003733849],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01069383,"threshold_uncertainty_score":0.03721488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430984747895847,"score_gpt":0.2887809436720424,"score_spread":0.2644710961930839,"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."}}