{"id":"W3092585107","doi":"10.1200/jco.20.02374","title":"Cardiac Screening for Childhood Cancer Survivors Can Be Improved With Existing Technology","year":2020,"lang":"en","type":"letter","venue":"Journal of Clinical Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Pediatric Oncology Group","funders":"","keywords":"Medicine; Childhood cancer; Cancer; Internal medicine; Oncology; Intensive care 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":[0.001021627,0.0003406353,0.0004543307,0.0004053119,0.001541114,0.001632064,0.0005922872,0.008172431,0.01128291],"category_scores_gemma":[0.01452206,0.0002116986,0.0008799696,0.0003893648,0.001385632,0.001731333,0.001266237,0.009020761,0.002265894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001548717,"about_ca_system_score_gemma":0.003108296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004138472,"about_ca_topic_score_gemma":0.01337731,"domain_scores_codex":[0.9990795,0.0002466852,0.00009894966,0.00007565361,0.0003218118,0.0001773497],"domain_scores_gemma":[0.9927773,0.003841516,0.0005405881,0.0001913661,0.0006045492,0.002044698],"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":[0.00008481872,0.0003043083,0.03820391,0.0002386318,0.00003417107,0.01120165,0.0004781573,0.0002553399,0.0009752967,0.005932151,0.8227055,0.1195861],"study_design_scores_gemma":[0.0002280388,0.0007910783,0.06115767,0.001712359,0.000143953,0.02895782,0.002321685,0.0008510828,0.000918105,0.0161601,0.8866678,0.00009032248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005616989,0.00311712,0.0002977519,0.9692908,0.006298339,0.00001667036,0.00006151023,0.00004377076,0.01525708],"genre_scores_gemma":[0.08931941,0.01536226,0.002026816,0.8215401,0.05305263,0.0001283828,0.0002234809,0.00004689554,0.01830005],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01128291,"threshold_uncertainty_score":0.03774512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.167547175515747,"score_gpt":0.4582898794575488,"score_spread":0.2907427039418018,"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."}}