{"id":"W2055237186","doi":"10.1159/000360707","title":"Psychosurgery for Drug Addiction","year":2014,"lang":"en","type":"letter","venue":"Stereotactic and Functional Neurosurgery","topic":"Treatment of Major Depression","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Psychosurgery; Addiction; Drug; Medicine; Psychiatry; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002432706,0.0004944634,0.0007448855,0.0003993976,0.000212755,0.00007490034,0.00004309833,0.0005291265,0.0002875291],"category_scores_gemma":[0.0002190049,0.0004191882,0.000453986,0.0001153692,0.000101866,0.0001454812,0.00003355122,0.001030264,0.00007452736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006394104,"about_ca_system_score_gemma":0.0001144976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008943774,"about_ca_topic_score_gemma":2.96711e-7,"domain_scores_codex":[0.997462,0.0001072737,0.0005322903,0.0008670791,0.0005813534,0.0004499472],"domain_scores_gemma":[0.9970176,0.001835503,0.0003535901,0.0004822849,0.0001514935,0.0001595434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007367274,0.00009242627,0.009686816,0.0004070992,0.0002383216,0.0001951678,0.00000506469,3.020154e-7,0.00007229339,0.00000712939,0.9839174,0.004641287],"study_design_scores_gemma":[0.001311506,0.000191843,0.06360191,0.000321112,0.0006316476,0.001061641,0.00000189994,0.00003837737,0.00002836721,0.0001292013,0.9323624,0.0003201103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01631546,0.001448214,0.0009091649,0.960604,0.01432692,0.001780094,0.0002425378,0.0005044804,0.003869154],"genre_scores_gemma":[0.02926012,0.0003302603,0.0001674067,0.9076915,0.01582349,0.0004499061,0.002871522,0.0002453904,0.04316042],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0539151,"threshold_uncertainty_score":0.999826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03435250472336754,"score_gpt":0.2568366567542493,"score_spread":0.2224841520308818,"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."}}