{"id":"W4286264839","doi":"10.1016/s2352-3026(22)00240-x","title":"Reducing toxic waste: improving toxicity capture in childhood cancer","year":2022,"lang":"en","type":"letter","venue":"The Lancet Haematology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Toxicity; Childhood cancer; Oncology; Intensive care medicine; Cancer; Environmental health; 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":[0.003374524,0.0005491956,0.0009835056,0.000456332,0.002223335,0.002599787,0.001486344,0.02771575,0.007955411],"category_scores_gemma":[0.02035568,0.0004505719,0.001370813,0.0006099049,0.002298963,0.00290127,0.002268462,0.0272914,0.002746884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004490622,"about_ca_system_score_gemma":0.007395488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01328965,"about_ca_topic_score_gemma":0.02333223,"domain_scores_codex":[0.9973502,0.0009159305,0.0002829532,0.0001997217,0.0008452228,0.0004059368],"domain_scores_gemma":[0.9921429,0.004447667,0.0005815319,0.0001716981,0.001236781,0.001419364],"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":[0.0001292116,0.0001125666,0.002640239,0.0002628322,0.00005427037,0.00116852,0.0003318581,0.0002770286,0.000623174,0.00624348,0.9447869,0.0433699],"study_design_scores_gemma":[0.0002579379,0.0002859025,0.004239684,0.0005288435,0.00008920261,0.001661841,0.0009851495,0.0004666449,0.0008089419,0.0161092,0.9745079,0.00005877854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006680834,0.001932983,0.00008266756,0.9900649,0.00576681,0.000005532595,0.00003033172,0.00001273062,0.001435907],"genre_scores_gemma":[0.01123976,0.004677693,0.0004436415,0.9565351,0.01983672,0.0000456843,0.00004395905,0.00003284244,0.007144639],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02771575,"threshold_uncertainty_score":0.03258193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0343898653313362,"score_gpt":0.3089916110764446,"score_spread":0.2746017457451084,"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."}}