{"id":"W2066985586","doi":"10.2147/ndt.s74875","title":"Psychosurgery for stuttering","year":2015,"lang":"en","type":"article","venue":"Neuropsychiatric Disease and Treatment","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Stuttering; Medicine; Context (archaeology); Psychosurgery; Psychiatry; Neurosurgery; Psychoanalysis; Psychotherapist; Psychology; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007583446,0.0002289542,0.000193844,0.0001425493,0.0001168896,0.00005818118,0.00007521576,0.00002934188,0.00008655377],"category_scores_gemma":[0.00002056446,0.0001764995,0.0001283271,0.0001438101,0.00004020811,0.00005231184,0.00002670645,0.0000370016,0.0002112749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006235007,"about_ca_system_score_gemma":0.00007739246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009569484,"about_ca_topic_score_gemma":0.000004772252,"domain_scores_codex":[0.9986593,0.00005893031,0.0001798728,0.0005013472,0.0001636625,0.0004368889],"domain_scores_gemma":[0.998642,0.0001030171,0.00004512771,0.0003857452,0.00003951182,0.0007845898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00650816,0.006134131,0.5105475,0.00006298791,0.001380099,0.001101949,0.001605321,0.00001003494,0.00001823406,0.008060291,0.06950433,0.395067],"study_design_scores_gemma":[0.01801186,0.005587792,0.7375867,0.00002615429,0.000762023,0.00006803878,0.0003686179,0.00007825327,0.00001277386,0.003255158,0.2335549,0.0006876857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830462,0.005108071,0.0001221202,0.001538648,0.00166564,0.001023457,0.0001180393,0.0001455343,0.007232342],"genre_scores_gemma":[0.9934795,0.0001771868,0.0003056727,0.0003066359,0.0004316898,0.0009672724,0.00003535112,0.00004131052,0.004255386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3943793,"threshold_uncertainty_score":0.7197439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08772330817634441,"score_gpt":0.3595559569848324,"score_spread":0.271832648808488,"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."}}