{"id":"W2767695428","doi":"10.1093/neuonc/nox168.562","title":"NCOG-01. PATIENT-REPORTED COGNITIVE CONCERNS AND QUALITY OF LIFE IN BRAIN METASTASES","year":2017,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto Western Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"Cognition; Anxiety; Quality of life (healthcare); Depression (economics); Distress; Medicine; Intrusiveness; Clinical psychology; Executive functions; Psychiatry; Psychology; Developmental psychology","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":[0.001812477,0.0002696097,0.0003931033,0.0009547799,0.0004444043,0.0009300631,0.0005732466,0.0004326985,0.01042337],"category_scores_gemma":[0.007767913,0.0001218986,0.0004965324,0.002282512,0.000279522,0.000493233,0.0008997392,0.0008421182,0.001703232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001779749,"about_ca_system_score_gemma":0.001953087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02686988,"about_ca_topic_score_gemma":0.05720696,"domain_scores_codex":[0.9991929,0.0002563792,0.00009601814,0.00006879989,0.0002432325,0.0001426647],"domain_scores_gemma":[0.9932036,0.001700309,0.002032261,0.0001652628,0.001334651,0.001564024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008666501,0.0004042398,0.9536127,0.0002038086,0.00008382728,0.00008409696,0.0002155703,0.0001563038,0.00014377,0.0001097511,0.02155639,0.02256285],"study_design_scores_gemma":[0.00009472635,0.000226231,0.9929861,0.00004086562,0.0000210195,0.00008411022,0.0001499506,0.00008581326,0.00002883554,0.0000497891,0.006225606,0.000006875874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8830078,0.002033517,0.0002557366,0.002877704,0.0002680002,0.0009758925,0.06323337,0.000149661,0.0471982],"genre_scores_gemma":[0.9267427,0.00111599,0.001034301,0.001175055,0.0001227807,0.002042617,0.05507794,0.00006946085,0.01261921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02686988,"threshold_uncertainty_score":0.05342698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1061206390062633,"score_gpt":0.3981331473694413,"score_spread":0.2920125083631779,"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."}}