{"id":"W4210741718","doi":"10.1016/j.ijrobp.2021.11.014","title":"Should We Contour Cardiac Substructures in Routine Practice? How Autosegmentation Helped Us Get There (or Not)","year":2022,"lang":"en","type":"letter","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Cancer Institute; Memorial Sloan-Kettering Cancer Center","keywords":"Medicine; Breast cancer; Radiation therapy; Scopus; Clinical Practice; Internal medicine; Incidence (geometry); Cardiology; Coronary heart disease; Cancer; Nuclear medicine; MEDLINE; Physical therapy","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":[0.002690692,0.000339114,0.0005676629,0.0005562267,0.001886977,0.002017342,0.0007588175,0.01786067,0.004885526],"category_scores_gemma":[0.03324207,0.000441163,0.0008172297,0.000323323,0.001826113,0.003232884,0.0009727171,0.0191584,0.00471765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001786952,"about_ca_system_score_gemma":0.001343548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004220238,"about_ca_topic_score_gemma":0.007320498,"domain_scores_codex":[0.998682,0.0004277998,0.0002812671,0.0001777076,0.0003133823,0.0001178176],"domain_scores_gemma":[0.9904013,0.005686113,0.0005050318,0.0004889988,0.00208686,0.0008315394],"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":[0.0001288267,0.0001048541,0.008060995,0.000239925,0.00007437154,0.01425331,0.001043912,0.0005765094,0.001720867,0.006994483,0.8197834,0.1470186],"study_design_scores_gemma":[0.0001359015,0.0001918782,0.00359488,0.0009459985,0.00008068361,0.03728526,0.001790701,0.001863617,0.001313437,0.04763193,0.905016,0.0001496305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001400355,0.002626726,0.001121852,0.9831892,0.009229405,0.00001300277,0.00002631119,0.00003657935,0.002356585],"genre_scores_gemma":[0.0273756,0.005939706,0.006798019,0.9015023,0.04955969,0.00005560576,0.00004790326,0.0001194385,0.008601857],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01786067,"threshold_uncertainty_score":0.01634371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03791400041983416,"score_gpt":0.3508589986989841,"score_spread":0.31294499827915,"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."}}