{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003481093,0.0003158118,0.0005803558,0.0008542015,0.0002471063,0.000810351,0.0007106037,0.0005824863,0.0007207515],"category_scores_gemma":[0.02382816,0.0002087236,0.0007827209,0.0008189591,0.0003629762,0.000450848,0.0007592302,0.0005607677,0.0003063497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004567493,"about_ca_system_score_gemma":0.0003993566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005451562,"about_ca_topic_score_gemma":0.00558851,"domain_scores_codex":[0.9976629,0.0009454441,0.0003337205,0.0004107241,0.0004865761,0.0001607193],"domain_scores_gemma":[0.9915313,0.004444656,0.002057417,0.0007441286,0.0009530093,0.0002695346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004698935,0.00001008896,0.9979184,0.000007389667,0.00004288069,0.00001237311,0.00003180065,0.0001208385,0.00001877198,0.000008869673,0.00005570553,0.001725948],"study_design_scores_gemma":[0.000006125872,0.00007774273,0.9979396,0.00001517423,0.00002726108,0.0001272712,0.00007740449,0.001440636,0.00006146473,0.00003863327,0.0001846214,0.000003978027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971872,0.0006068791,0.0004349411,0.0001199747,0.00002280894,0.00001870431,0.0005686918,0.00001121599,0.001029627],"genre_scores_gemma":[0.9990089,0.0001276477,0.0001553409,0.00004260978,0.00001211749,0.00001156419,0.0005497271,0.00000299443,0.0000890882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005451562,"threshold_uncertainty_score":0.01840997,"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."}}