{"id":"W4388588513","doi":"10.1093/neuonc/noad179.0843","title":"NCOG-30. ENVIRONMENTAL ENRICHMENT AND HEALTH OUTCOMES AFTER RADIATION","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Socioeconomic status; Montreal Cognitive Assessment; Glioma; Cohort; Physical therapy; Cognition; Gerontology; Psychology; Internal medicine; Cognitive impairment; Psychiatry; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005066444,0.0002041274,0.0002743845,0.0004271943,0.0006226386,0.0005501479,0.0003644969,0.0003172555,0.004223417],"category_scores_gemma":[0.001772623,0.00008944823,0.0002639319,0.001007879,0.0001634642,0.0002248713,0.0006782254,0.0004075974,0.0008315477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007821252,"about_ca_system_score_gemma":0.001230945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02739553,"about_ca_topic_score_gemma":0.05962495,"domain_scores_codex":[0.9996727,0.00007743442,0.00003661596,0.00004700453,0.00008084253,0.00008550545],"domain_scores_gemma":[0.9982376,0.0001326503,0.0006004259,0.00006830109,0.0003955111,0.0005654257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005029782,0.0002304385,0.9874122,0.00007831979,0.00005003431,0.00003806464,0.00006033235,0.0001219149,0.0002619791,0.00004227515,0.003961164,0.007240193],"study_design_scores_gemma":[0.00002204123,0.00008702789,0.9977513,0.00001212081,0.00001443639,0.00002453714,0.00004599003,0.00003813227,0.00004689415,0.00002511962,0.001929733,0.000002603659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557914,0.0008813003,0.000121676,0.0007415711,0.00008981739,0.0002844578,0.02746358,0.00004749982,0.01457871],"genre_scores_gemma":[0.9669821,0.0004537925,0.0005527907,0.0004559819,0.00004805056,0.0003801835,0.02658962,0.00003381824,0.004503557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02739553,"threshold_uncertainty_score":0.05447209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02271817271469118,"score_gpt":0.3295687331466246,"score_spread":0.3068505604319334,"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."}}