{"id":"W2086103148","doi":"10.1227/neu.0000000000000122","title":"Temporal Lobe Arteriovenous Malformations","year":2013,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Temporal lobe; Surgery; Hemiparesis; Modified Rankin Scale; Angiography; Epilepsy; Visual field; Cardiology; Ophthalmology","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":[0.0001415581,0.0001895592,0.0001939437,0.0004325189,0.0002913665,0.0003292164,0.0001305483,0.0001824859,0.001327762],"category_scores_gemma":[0.0009393548,0.00006991123,0.0001312149,0.0005755923,0.0003224181,0.0002042055,0.00021668,0.0002473468,0.0003144095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002673459,"about_ca_system_score_gemma":0.0004029586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124244,"about_ca_topic_score_gemma":0.001632791,"domain_scores_codex":[0.9998925,0.00001126292,0.00001488176,0.00001676226,0.00003096521,0.00003358649],"domain_scores_gemma":[0.9993792,0.0001195839,0.0003403582,0.00003307056,0.00004073105,0.00008699497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001984078,0.00003711962,0.8722827,0.0001070371,0.00008516302,0.07384679,0.0003813858,0.0004653083,0.01089111,0.000860463,0.001299166,0.03954526],"study_design_scores_gemma":[0.00003813791,0.0001521032,0.3461267,0.00004648637,0.00005194532,0.6445974,0.0002577695,0.000610631,0.002327264,0.001011427,0.004767312,0.00001286146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99594,0.001343151,0.0005234635,0.0001160207,0.00000708746,0.00001282682,0.0001583654,0.00001617553,0.001882818],"genre_scores_gemma":[0.9986485,0.0005597661,0.0002713365,0.00004768955,0.0000309672,0.000007622436,0.0001849657,0.000002514872,0.0002466328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001327762,"threshold_uncertainty_score":0.004441798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591434432276146,"score_gpt":0.231836057990072,"score_spread":0.2159217136673105,"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."}}