{"id":"W4414051640","doi":"10.1200/op-25-00414","title":"Chronic Health Conditions and Academic Achievement: A Childhood Cancer Survivor Study Report","year":2025,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Cancer Institute","keywords":"Cognition; Cancer survivor; Childhood cancer; Mental health; Chronic condition; Chronic disease; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003728303,0.0002795497,0.000910388,0.0002553992,0.0004300314,0.00002525366,0.0001742988,0.0002682716,0.0001322447],"category_scores_gemma":[0.002471103,0.0002805457,0.00008412378,0.000546896,0.0001670971,0.0003627433,0.0002272222,0.001544082,0.00002760309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001489355,"about_ca_system_score_gemma":0.004514756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01189498,"about_ca_topic_score_gemma":0.009873332,"domain_scores_codex":[0.9960487,0.001133653,0.0010706,0.0007776837,0.0004514281,0.0005178817],"domain_scores_gemma":[0.9961238,0.001849191,0.0008651944,0.0006587235,0.0002031386,0.0002999811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001459896,0.01281439,0.7973463,0.001192263,0.00548252,0.001621901,0.02286401,0.00002238025,0.0002816911,0.004439777,0.08798,0.06449486],"study_design_scores_gemma":[0.005061086,0.002182259,0.6388817,0.0002483813,0.0007260907,0.00074957,0.00591509,0.000006452287,0.00001826869,0.0001407933,0.3458789,0.0001913814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5672579,0.01015703,0.0001063441,0.4088208,0.001437937,0.00305868,0.0000513881,0.0002327357,0.008877169],"genre_scores_gemma":[0.9430329,0.003125458,0.0005580728,0.04913092,0.0009332338,0.000563339,0.00009922278,0.00004113015,0.002515754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3757749,"threshold_uncertainty_score":0.9999647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04895613545884756,"score_gpt":0.4725974435869039,"score_spread":0.4236413081280563,"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."}}