{"id":"W4411024108","doi":"10.2214/ajr.25.33256","title":"Screening Recommendations Provide a Valuable Framework for Imaging in Childhood Cancer Predisposition Syndromes","year":2025,"lang":"en","type":"letter","venue":"American Journal of Roentgenology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Childhood cancer; Cancer; Genetic predisposition; Medical physics; Intensive care medicine; Pathology; Internal medicine; Disease","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":[0.005622155,0.0006735155,0.0009630682,0.001728859,0.005089918,0.005046889,0.001683488,0.02574209,0.007419985],"category_scores_gemma":[0.0489444,0.0006280584,0.001020643,0.00077793,0.002638824,0.004134977,0.003136232,0.02560569,0.0026619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004278215,"about_ca_system_score_gemma":0.009523201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008071817,"about_ca_topic_score_gemma":0.01510074,"domain_scores_codex":[0.9928162,0.003163356,0.001226234,0.0004013947,0.001490751,0.0009020261],"domain_scores_gemma":[0.9731257,0.01655961,0.001549151,0.0007816692,0.004858697,0.003125258],"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":[0.00003550152,0.0002107014,0.01759562,0.0001766366,0.00003383181,0.02587172,0.001577239,0.001292076,0.0005579729,0.0289464,0.8582071,0.06549509],"study_design_scores_gemma":[0.0001447722,0.0002314285,0.01227699,0.002704123,0.00008795226,0.02703274,0.004379335,0.003911841,0.0006762845,0.07042892,0.8779272,0.0001982407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002182807,0.001519831,0.001586791,0.9719819,0.006143535,0.00006651833,0.00006940639,0.00006572487,0.01638351],"genre_scores_gemma":[0.09716456,0.005654346,0.01869626,0.7822565,0.07452386,0.0004780799,0.0004678009,0.0001781332,0.02058048],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02574209,"threshold_uncertainty_score":0.03104073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02721854523844718,"score_gpt":0.3575646140455929,"score_spread":0.3303460688071457,"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."}}