{"id":"W2404441765","doi":"10.1093/neuonc/nov223.09","title":"NCO-09THE EFFICACY OF THERAPEUTIC DISCOURSE ANALYSIS DURING BRAIN TUMOUR RESECTION IN AWAKE CRANIOTOMIES","year":2015,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Anesthetic; Hemiparesis; Resection; Surgical team; Anesthesia; Surgery","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":[0.0008821885,0.000257346,0.0001893489,0.0004303472,0.0002415177,0.000476088,0.0002406227,0.0002352253,0.002706818],"category_scores_gemma":[0.003723774,0.00009609572,0.0001504183,0.0001543535,0.0003124901,0.0003472311,0.0004192918,0.0003259634,0.0005659013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003880596,"about_ca_system_score_gemma":0.0005526488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001793841,"about_ca_topic_score_gemma":0.004467271,"domain_scores_codex":[0.9995964,0.0001466415,0.00003708159,0.00005497242,0.0001185118,0.00004632441],"domain_scores_gemma":[0.9989278,0.0005514356,0.0001307111,0.0000924116,0.0001761515,0.0001215481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01924862,0.002144139,0.07070946,0.0008740511,0.0001240541,0.007178604,0.003312762,0.0008695825,0.14426,0.0003255671,0.003668882,0.7472842],"study_design_scores_gemma":[0.0006786361,0.02965225,0.8093233,0.00038908,0.000312737,0.02153593,0.003442778,0.008344028,0.1002965,0.000812309,0.02506795,0.0001445523],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888303,0.001480489,0.001573646,0.0001331584,0.00007743355,0.0001647325,0.000143645,0.00006038327,0.00753633],"genre_scores_gemma":[0.9955381,0.0004279332,0.002397111,0.0000576889,0.00004532633,0.00006518606,0.0002219583,0.00003429166,0.00121242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002706818,"threshold_uncertainty_score":0.009055257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03625146002066268,"score_gpt":0.3514201658907337,"score_spread":0.315168705870071,"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."}}