{"id":"W4410381740","doi":"10.1002/pbc.31767","title":"Baseline Neurocognitive Functioning Among Children Treated for Acute Lymphoblastic Leukemia (ALL): Dana Farber Cancer Institute ALL Consortium Study 16‐001","year":2025,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"National Cancer Institute","keywords":"Neurocognitive; Medicine; Psychomotor learning; Pediatrics; Cognition; Internal medicine; 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":[0.0002913583,0.0007416183,0.001074009,0.0006576218,0.00044556,0.00006996267,0.0002029455,0.0002234341,0.0003724385],"category_scores_gemma":[0.0003938,0.0006904505,0.0002971748,0.0014194,0.0002392378,0.0003220071,0.0001895669,0.0005644041,0.00002156643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270282,"about_ca_system_score_gemma":0.001413285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008829419,"about_ca_topic_score_gemma":0.003932215,"domain_scores_codex":[0.9961808,0.0001219434,0.0009087577,0.001269638,0.0005333563,0.0009855324],"domain_scores_gemma":[0.997491,0.0003977352,0.0004252348,0.0004087514,0.000975186,0.0003020617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002100012,0.00137322,0.9562917,0.0002299785,0.01187785,0.00008174267,0.0003044535,0.0003951898,0.0001107402,0.000006841657,0.02178199,0.005446255],"study_design_scores_gemma":[0.03912683,0.001636348,0.8747014,0.0003964823,0.07760045,0.00003413669,0.0003505762,0.0006373037,0.0006929584,0.00001957888,0.003840355,0.0009635637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832472,0.005298777,0.0006235732,0.000677814,0.00189834,0.005744831,0.0008921757,0.0003949023,0.001222399],"genre_scores_gemma":[0.9774975,0.005521211,0.00004285928,0.003048314,0.002361863,0.005196485,0.0004439797,0.0001140809,0.005773701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08159031,"threshold_uncertainty_score":0.9995547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458415234199308,"score_gpt":0.3048066634944973,"score_spread":0.2902225111525042,"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."}}