{"id":"W3011515897","doi":"10.7759/cureus.7247","title":"Cardiac Sparing with Personalized Treatment Planning for Early-stage Left Breast Cancer","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Tomotherapy; Supine position; Breast cancer; Nuclear medicine; Radiation therapy; Stage (stratigraphy); Radiation treatment planning; Left breast; Radiology; Cancer; Surgery; Internal 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":[0.0002859674,0.0001962822,0.0002175334,0.0002614071,0.0001225858,0.0002543862,0.0002902925,0.00014186,0.0006555563],"category_scores_gemma":[0.0008651476,0.0002230588,0.0002413039,0.0002693261,0.0001627791,0.000130697,0.0002328837,0.0001717308,0.00008470088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004183266,"about_ca_system_score_gemma":0.0003905085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001270511,"about_ca_topic_score_gemma":0.00273021,"domain_scores_codex":[0.9998191,0.00007257602,0.000006933443,0.00002652819,0.00006110173,0.00001379498],"domain_scores_gemma":[0.9998835,0.00004509738,0.00003962065,0.00001576638,0.000006555003,0.000009419439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002621701,0.0004349171,0.08630455,0.0004649174,0.0002898184,0.0006668108,0.0002822803,0.2966237,0.1030257,0.001030153,0.001070313,0.5071851],"study_design_scores_gemma":[0.0007763308,0.006416952,0.402505,0.0001308132,0.0008927106,0.01124097,0.0001875115,0.4435112,0.1189991,0.003264376,0.01192182,0.0001532419],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9119036,0.004931321,0.0785052,0.0001307915,0.00002198767,0.0001535716,0.0001995842,0.000270187,0.003883742],"genre_scores_gemma":[0.9827155,0.0004812994,0.01627681,0.00003509879,0.00001309051,0.00003916442,0.00008200297,0.00003350099,0.0003235175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001270511,"threshold_uncertainty_score":0.003035128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05074940082046463,"score_gpt":0.3089761118818752,"score_spread":0.2582267110614106,"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."}}