{"id":"W4283259979","doi":"10.1016/j.jaccao.2022.05.003","title":"Validity of Estimated Cardiorespiratory Fitness in Patients With Primary Breast Cancer","year":2022,"lang":"en","type":"article","venue":"JACC CardioOncology","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"National Cancer Institute","keywords":"Cardiorespiratory fitness; Breast cancer; Medicine; VO2 max; Treadmill; Body mass index; Sports medicine; Physical therapy; Heart rate; Internal medicine; Cancer; Blood pressure","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004397303,0.0001853423,0.001350996,0.0002167437,0.00007434867,0.000002316387,0.0001287394,0.000104555,0.0001804122],"category_scores_gemma":[0.00002060129,0.0001645923,0.0003748832,0.000474626,0.0001572944,0.00004783283,0.0002284742,0.0003679694,0.00000385151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006560311,"about_ca_system_score_gemma":0.0005106718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002512254,"about_ca_topic_score_gemma":0.0000164159,"domain_scores_codex":[0.9981287,0.0004009315,0.0002936866,0.0003920435,0.0004449142,0.0003397008],"domain_scores_gemma":[0.9990082,0.0000716024,0.0001157195,0.0005038598,0.0002066958,0.00009390705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006789018,0.0004088116,0.9742382,0.0001483768,0.0005076859,0.0001689113,0.000146618,0.007277385,0.0005470607,0.00001049509,0.001465188,0.008292262],"study_design_scores_gemma":[0.006318067,0.0006386908,0.9897693,0.00002632148,0.0004076232,0.0001503941,0.0000709534,0.00002314501,0.0001786696,0.000007560159,0.002241104,0.0001681052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996476,0.0003203539,0.00001851455,0.0001456605,0.0004525219,0.0006239918,0.0002814362,0.00003979154,0.001641753],"genre_scores_gemma":[0.9988929,0.00002681641,0.00006449588,0.0003517579,0.0001266824,0.0003162838,0.0001588769,0.00003434476,0.00002782185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01553118,"threshold_uncertainty_score":0.6711878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789854297587892,"score_gpt":0.2647294444475799,"score_spread":0.246830901471701,"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."}}