{"id":"W2793894676","doi":"10.1002/cncr.31279","title":"Adverse mental health outcomes in a population‐based cohort of survivors of childhood cancer","year":2018,"lang":"en","type":"article","venue":"Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Institute for Clinical Evaluative Sciences; Hospital for Sick Children; Public Health Ontario; Pediatric Oncology Group; University of Toronto","funders":"Canadian Cancer Society Research Institute; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Hazard ratio; Cohort; Confidence interval; Population; Cohort study; Emergency department; Cancer; Mental health; Relative risk; Pediatrics; Internal medicine; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000498986,0.0002035357,0.0008955974,0.0002350254,0.00004747799,0.000002275773,0.0001350038,0.0000847039,0.0009199283],"category_scores_gemma":[0.00008962486,0.0001895991,0.0001642328,0.0004604483,0.000160964,0.00008002697,0.00003799413,0.0001516736,0.000004772615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004908314,"about_ca_system_score_gemma":0.0009516459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1103563,"about_ca_topic_score_gemma":0.07715276,"domain_scores_codex":[0.9978124,0.000111428,0.0008396426,0.0003400417,0.0005764271,0.0003200163],"domain_scores_gemma":[0.9987107,0.00006364985,0.0004689569,0.0004339687,0.0001562103,0.0001664976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001763579,0.0003285855,0.9938229,0.0002849907,0.0001384549,6.412033e-7,0.002828308,0.00003449013,0.0001041741,0.00003956904,0.0008493391,0.001392142],"study_design_scores_gemma":[0.002903443,0.0002517349,0.9931019,0.0008422839,0.00004626703,9.362269e-7,0.0002770664,0.0000687854,0.001474511,0.00002132104,0.0008567445,0.0001550153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990586,0.001065124,0.0000165607,0.005942143,0.0007544854,0.0009119192,0.0003538241,0.00003523085,0.0003346829],"genre_scores_gemma":[0.9958635,0.0001911815,0.0003055507,0.003063943,0.0002118511,0.00007781302,0.00006877965,0.00003564348,0.0001817267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03320356,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02462695691498884,"score_gpt":0.3579845596371026,"score_spread":0.3333576027221137,"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."}}