{"id":"W4289878810","doi":"10.1093/noajnl/vdac078.079","title":"SPCR-04 EFFECTS OF BRAIN METASTASES ON NEUROCOGNITIVE FUNCTION: BASELINE RESULTS OF A LONGITUDINAL TRIAL","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Neurocognitive; Medicine; Lung cancer; Working memory; Internal medicine; Cognition; Oncology; 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":[0.003148626,0.0007658362,0.001601818,0.0003195754,0.0006456354,0.0009947058,0.0007278145,0.001455028,0.002295654],"category_scores_gemma":[0.003764394,0.0003608942,0.001644372,0.000637739,0.000770328,0.0009528743,0.0004682707,0.002008344,0.0006534156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000540346,"about_ca_system_score_gemma":0.001613065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002294796,"about_ca_topic_score_gemma":0.002226667,"domain_scores_codex":[0.998673,0.0007211183,0.0001121462,0.0002197852,0.0001322171,0.000141759],"domain_scores_gemma":[0.9972517,0.000532939,0.0007363176,0.0003019738,0.0004338081,0.0007432698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8690546,0.01071246,0.07586188,0.0005597972,0.005039126,0.0002382421,0.0002258561,0.000527173,0.002794621,0.000115875,0.002398013,0.03247233],"study_design_scores_gemma":[0.4540883,0.3592896,0.17589,0.0001907372,0.004896758,0.0003652474,0.0001863027,0.001342188,0.001554434,0.00026595,0.001871214,0.00005918892],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962799,0.001571768,0.0001026217,0.0002373492,0.00004644495,0.0003552858,0.0008076969,0.00002559888,0.0005733147],"genre_scores_gemma":[0.995608,0.0008217095,0.0003094843,0.0003366518,0.0001191667,0.0006607742,0.001416019,0.000008632458,0.0007195523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003148626,"threshold_uncertainty_score":0.01665175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402524225801625,"score_gpt":0.3225519193794792,"score_spread":0.298526677121463,"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."}}