{"id":"W2321475660","doi":"10.1093/neuonc/nou251.23","title":"OP23 * AN AUDIT TO ASSESS PSYCHIATRIC CONDITIONS THAT MANIFEST IN PATIENTS WITH HIGH-GRADE BRAIN TUMOURS DURING TREATMENT","year":2014,"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":"St. Thomas Hospital","funders":"","keywords":"Medicine; Psychiatry; Psychiatric history; Referral; Audit; Psychiatric medication; Psychiatric assessment; Family medicine; Mental health; Anxiety","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":[0.0008367275,0.0002695994,0.000352816,0.001246877,0.0006795404,0.0006518227,0.0004362452,0.0003217962,0.001819853],"category_scores_gemma":[0.00317676,0.0002989506,0.0003568526,0.001463606,0.0002389865,0.0004867715,0.0009111219,0.0005876626,0.0005102659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009555448,"about_ca_system_score_gemma":0.001185061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006581605,"about_ca_topic_score_gemma":0.01120694,"domain_scores_codex":[0.9990003,0.0002378142,0.000282048,0.0001011468,0.0002194157,0.0001593758],"domain_scores_gemma":[0.9966671,0.0003988052,0.001668384,0.00009142388,0.0006622447,0.000512054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002593503,0.0001409298,0.975744,0.0002914236,0.00002648412,0.002293998,0.0009739658,0.00005550948,0.0006455044,0.00002130728,0.001894383,0.0176532],"study_design_scores_gemma":[0.00001695195,0.000335525,0.9939453,0.00008573254,0.00001949684,0.002316434,0.0007540759,0.0000938452,0.0002452015,0.00001198156,0.002165659,0.000009736033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908818,0.001012139,0.0002547782,0.0001729073,0.00003996745,0.00067756,0.002386176,0.00005282958,0.004521883],"genre_scores_gemma":[0.9950663,0.0009310844,0.0007570609,0.0001738272,0.0000259986,0.0004210814,0.001708049,0.00001929211,0.0008973283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006581605,"threshold_uncertainty_score":0.01308662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0257748351272654,"score_gpt":0.3071824537802189,"score_spread":0.2814076186529535,"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."}}