{"id":"W4386212718","doi":"10.21203/rs.3.rs-3281090/v1","title":"Lessons Learnt in the First Year of an Australian Pediatric Cardio Oncology Clinic","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Medicine; Referral; Pediatric oncology; Cardiotoxicity; Internal medicine; Intensive care medicine; Pediatrics; Cancer; Chemotherapy; Family 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":[0.006572554,0.0003415385,0.000444858,0.000798389,0.003952962,0.003240752,0.001983643,0.002537793,0.005023838],"category_scores_gemma":[0.01943788,0.0007228447,0.0004774191,0.000885577,0.0017861,0.00336362,0.004524102,0.005101595,0.0007860808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004461579,"about_ca_system_score_gemma":0.01176172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02720646,"about_ca_topic_score_gemma":0.05659682,"domain_scores_codex":[0.9922022,0.003211757,0.0005552492,0.0008485049,0.001698045,0.001484346],"domain_scores_gemma":[0.9756059,0.003040133,0.002977789,0.0006561401,0.003073012,0.01464697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002318823,0.002911314,0.3323284,0.002415675,0.00008766365,0.0564942,0.1839741,0.0006905973,0.002430933,0.003241131,0.1234915,0.2917026],"study_design_scores_gemma":[0.0001112956,0.00349701,0.4070851,0.004643177,0.00006342089,0.03612697,0.3043292,0.001354207,0.0009648993,0.002617661,0.2389234,0.0002836638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7112488,0.007814966,0.002223263,0.2534887,0.004386029,0.0006107375,0.0003534066,0.0001567777,0.01971732],"genre_scores_gemma":[0.927536,0.01101211,0.006491681,0.04637718,0.001562461,0.0004896199,0.0002429705,0.00009070618,0.00619723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02720646,"threshold_uncertainty_score":0.05409616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3127076897036574,"score_gpt":0.5392164777368539,"score_spread":0.2265087880331965,"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."}}