{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000218115,0.0003511712,0.0008382346,0.000361063,0.0001598154,0.000003953893,0.00007463431,0.00003942793,0.0009063152],"category_scores_gemma":[0.0001158646,0.0002807213,0.00006850887,0.0006087495,0.0002848189,0.00006309482,0.0001869322,0.0003432776,0.00000119842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00217769,"about_ca_system_score_gemma":0.0002517964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01186012,"about_ca_topic_score_gemma":0.003149984,"domain_scores_codex":[0.9974781,0.0001081018,0.0006171236,0.0006019354,0.0007709101,0.000423785],"domain_scores_gemma":[0.9989017,0.00008696877,0.0002286979,0.0001695814,0.0004409375,0.0001721009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003614078,0.003534924,0.9704187,0.000210786,0.0006638016,0.00007573781,0.01421898,0.00001199985,0.00005110578,0.000003497224,0.001627393,0.005568982],"study_design_scores_gemma":[0.02929526,0.01410277,0.9404769,0.001814524,0.001108321,0.00001828411,0.01260998,0.00004471387,0.0001746432,0.000005861056,0.0001347632,0.0002139646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877138,0.005502583,0.000005304187,0.001726636,0.0007125548,0.003872533,0.0002119367,0.00003261337,0.00022202],"genre_scores_gemma":[0.9934684,0.002665493,0.000003969828,0.0005890329,0.0001959046,0.002546635,0.00004464707,0.0000368564,0.0004490495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0299418,"threshold_uncertainty_score":0.9999645,"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."}}