{"id":"W4304630461","doi":"10.1002/cam4.5295","title":"Cognitive impairment in adolescent and young adult cancer patients: Pre‐treatment findings of a longitudinal study","year":2022,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Cancer Institute; National Medical Research Council; Medical Research Council","keywords":"Medicine; Cognition; Internal medicine; Cohort; Cognitive decline; Quality of life (healthcare); Incidence (geometry); Oncology; Dementia; Disease; Psychiatry","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":[0.00125806,0.000239329,0.0004930821,0.0008208225,0.0008005141,0.0008859771,0.0003075439,0.0004943523,0.001008746],"category_scores_gemma":[0.002321238,0.0002626842,0.0006595907,0.0009755967,0.0002726647,0.0006367514,0.000580306,0.0007443601,0.0002114942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004211781,"about_ca_system_score_gemma":0.000579919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01000945,"about_ca_topic_score_gemma":0.01200056,"domain_scores_codex":[0.9994642,0.0001402688,0.00006275242,0.0001327906,0.00009524391,0.0001047294],"domain_scores_gemma":[0.9981463,0.0001967808,0.0006479634,0.0001482743,0.0003870628,0.0004736336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009789562,0.00008146337,0.9989102,0.000008255221,0.00004192883,0.00004674685,0.0001319483,0.000004047522,0.00004560534,0.000004834669,0.00005885638,0.0005682761],"study_design_scores_gemma":[0.000008794876,0.0002105515,0.9992002,0.000009274316,0.00003268198,0.0001273617,0.000218004,0.00001938174,0.00001602317,0.000005723895,0.000149866,0.000002194209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989195,0.0003307053,0.00003742648,0.00003839515,0.000008768089,0.00002299941,0.0004294435,0.00000155788,0.0002111025],"genre_scores_gemma":[0.9986097,0.0002404624,0.00008753887,0.00006672575,0.00001609318,0.00003935881,0.0008079401,0.000001830842,0.0001304998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01000945,"threshold_uncertainty_score":0.01990235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02780584786417483,"score_gpt":0.3399783637313668,"score_spread":0.312172515867192,"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."}}