{"id":"W4306250792","doi":"10.3389/fped.2022.998337","title":"The pediatric oncology exercise field speeds up to address important issues regarding chemotherapy-related cardiotoxicity","year":2022,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Medicine; Cardiotoxicity; Pediatric oncology; Chemotherapy; Childhood cancer; Front (military); Oncology; Internal medicine; Cancer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001607705,0.000300946,0.0007369356,0.0005604835,0.0005159099,0.00004686026,0.0003980858,0.000291981,0.00009263444],"category_scores_gemma":[0.0003266623,0.0002733158,0.0003352677,0.001876781,0.0000509401,0.00009531426,0.0001830256,0.00108472,0.000007362288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009135845,"about_ca_system_score_gemma":0.0003993952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008926942,"about_ca_topic_score_gemma":0.000009108771,"domain_scores_codex":[0.9970411,0.0001999794,0.0007676484,0.0005499454,0.0007960649,0.0006452566],"domain_scores_gemma":[0.9985412,0.0002075244,0.0002638595,0.000621303,0.0001162701,0.0002498821],"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":[0.002458361,0.000314199,0.3972604,0.0001815458,0.0002268895,0.0003456679,0.008238834,0.0006279763,0.002102229,0.0001525779,0.5364667,0.05162467],"study_design_scores_gemma":[0.02796867,0.005381087,0.03399774,0.0001415553,0.002594182,0.0008150535,0.03553981,0.002535463,0.07809559,0.005745952,0.8036332,0.003551762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961229,0.01919709,0.0005957135,0.00666684,0.007290929,0.002244939,0.00003764262,0.0001880301,0.002549799],"genre_scores_gemma":[0.9620448,0.02698099,0.001998515,0.002226869,0.001887026,0.0003379995,0.00004823678,0.0001039562,0.004371618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3632627,"threshold_uncertainty_score":0.9999719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077535134410389,"score_gpt":0.2785852930712808,"score_spread":0.2678099417271769,"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."}}