{"id":"W2314117063","doi":"10.5692/clinicalneurol.52.1080","title":"Physicians' emotional barriers toward epilepsy surgery","year":2012,"lang":"en","type":"article","venue":"Rinsho Shinkeigaku","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Epilepsy; Epilepsy surgery; Referral; Medicine; Intractable epilepsy; Intensive care medicine; Psychiatry; General surgery; Family medicine","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":[0.001844311,0.000112772,0.0002358804,0.0003449992,0.001162849,0.0008954667,0.0002773164,0.0007139698,0.004062487],"category_scores_gemma":[0.01650123,0.0001322925,0.0002112953,0.0004258852,0.0006002957,0.0005430099,0.0008482522,0.0008854809,0.0003673111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008471491,"about_ca_system_score_gemma":0.002253681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004306432,"about_ca_topic_score_gemma":0.006357302,"domain_scores_codex":[0.9973035,0.00128464,0.0001890882,0.0001106465,0.0007551967,0.0003570447],"domain_scores_gemma":[0.9874356,0.005812334,0.003880201,0.0001461878,0.001357564,0.001368042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002213947,0.0003473935,0.5023285,0.003551154,0.0003299044,0.01343941,0.07519294,0.0004550707,0.002124925,0.004708204,0.1031153,0.2941858],"study_design_scores_gemma":[0.00006388564,0.0003395464,0.6071893,0.005111371,0.0001813562,0.02439518,0.1487497,0.0003891557,0.0006741427,0.002932367,0.2098675,0.0001065815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7483565,0.05335319,0.001471968,0.14598,0.00118659,0.00008369533,0.0004308776,0.00006079466,0.04907624],"genre_scores_gemma":[0.9572369,0.02346988,0.0008586185,0.01523453,0.0003485182,0.00003413132,0.0001118908,0.0000159141,0.002689648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004306432,"threshold_uncertainty_score":0.01359034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04288781485471822,"score_gpt":0.3054574791012555,"score_spread":0.2625696642465373,"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."}}