{"id":"W2997037042","doi":"10.1093/neuonc/noz175.664","title":"NCOG-03. COGNITIVE CONCERNS AND PERFORMANCE IN PATIENTS WITH METASTATIC NON-SMALL CELL LUNG CANCER (mNSCLC)","year":2019,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Cognition; Neuropsychology; Effects of sleep deprivation on cognitive performance; Boston Naming Test; Internal medicine; Depression (economics); Lung cancer; Multivariate analysis; Oncology; Clinical psychology; 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":[0.0005608783,0.0001869317,0.0002854894,0.000427065,0.0004545529,0.0007223719,0.0003336059,0.0003845723,0.002864183],"category_scores_gemma":[0.002213557,0.00009678508,0.0002483132,0.0009867484,0.0002143898,0.0002862389,0.0003769259,0.0004243703,0.0004924712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006486112,"about_ca_system_score_gemma":0.0007894363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01401985,"about_ca_topic_score_gemma":0.02788808,"domain_scores_codex":[0.9996797,0.00007676791,0.00004371393,0.00004552775,0.00007916764,0.00007520049],"domain_scores_gemma":[0.997959,0.0002526791,0.0008170313,0.00004781378,0.0002885391,0.0006349731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001738645,0.0000533432,0.9976388,0.00001193008,0.00001584028,0.00004055571,0.00002257956,0.00002017973,0.0000560501,0.000004372421,0.0003578669,0.001604619],"study_design_scores_gemma":[0.00002096323,0.0001371437,0.9992241,0.000005459598,0.00001243245,0.0001248086,0.00006366086,0.00006231409,0.00002194752,0.000007646115,0.0003178332,0.000001740877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962493,0.00029954,0.00001913555,0.0001843638,0.00001443582,0.00002147467,0.001463815,0.000007313428,0.001740597],"genre_scores_gemma":[0.9977232,0.00008761209,0.00006338932,0.00009255463,0.00001760535,0.00002518245,0.001480225,0.000002320012,0.0005079841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01401985,"threshold_uncertainty_score":0.0278765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483276006201247,"score_gpt":0.2813449135321697,"score_spread":0.2665121534701572,"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."}}