{"id":"W3006303699","doi":"10.1016/s1470-2045(19)30818-6","title":"Predicting acute ovarian failure in female survivors of childhood cancer: a cohort study in the Childhood Cancer Survivor Study (CCSS) and the St Jude Lifetime Cohort (SJLIFE)","year":2020,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Alberta","funders":"Canadian Institutes of Health Research; National Institutes of Health; National Cancer Institute; Novo Nordisk; American Lebanese Syrian Associated Charities","keywords":"Childhood cancer; Cohort; Medicine; Ovarian cancer; Cohort study; Oncology; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009564571,0.000303931,0.0003626525,0.000520787,0.0004795328,0.0009207469,0.0004691127,0.0006260125,0.001401225],"category_scores_gemma":[0.003403837,0.0003676092,0.0008618967,0.001178812,0.0002270061,0.0004891141,0.0007062064,0.001109173,0.0001774033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004271558,"about_ca_system_score_gemma":0.0007740655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04022155,"about_ca_topic_score_gemma":0.05790993,"domain_scores_codex":[0.9996006,0.0001190039,0.00003189508,0.00008362175,0.00006449032,0.0001003559],"domain_scores_gemma":[0.9984018,0.0002503947,0.0005906025,0.0001837018,0.0001710413,0.000402438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000720008,0.00001610732,0.99899,0.00000374266,0.00007166424,0.0000216841,0.00004194966,0.00001510348,0.00005546721,0.00001139172,0.0001812964,0.0005196871],"study_design_scores_gemma":[0.00001115733,0.00003250363,0.9995462,0.000005079004,0.00003656688,0.00004799361,0.0001139977,0.00004079088,0.00001508542,0.000008940245,0.0001391525,0.000002483073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970651,0.0005288884,0.00003849865,0.000278186,0.0000258244,0.00001153602,0.001666313,0.000002381135,0.0003833307],"genre_scores_gemma":[0.9976144,0.0004022951,0.00007042459,0.00008269045,0.00002518539,0.00001404085,0.001376635,0.000002667122,0.0004115785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04022155,"threshold_uncertainty_score":0.07997483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103865919357422,"score_gpt":0.3388556691149781,"score_spread":0.3078170099214039,"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."}}