{"id":"W4362657209","doi":"10.1371/journal.pone.0284160","title":"Personal and relational changes following deep brain stimulation for treatment-resistant depression: A prospective qualitative study with patients and caregivers","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Montreal Clinical Research Institute","funders":"National Health and Medical Research Council; Medical Research Council; Fonds de Recherche du Québec - Santé; BrainsWay","keywords":"Deep brain stimulation; Depression (economics); Personality; Psychology; Qualitative research; Clinical psychology; Patient experience; Medicine; Psychotherapist; Psychiatry; Disease; Health care; Internal medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0112178,0.0007371503,0.001088003,0.001638097,0.007510361,0.00322502,0.001650878,0.001522,0.002826062],"category_scores_gemma":[0.01772248,0.0007379597,0.0007079421,0.001421759,0.006045779,0.003378885,0.004631136,0.002867281,0.0003495674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004895767,"about_ca_system_score_gemma":0.004244073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007734861,"about_ca_topic_score_gemma":0.0146779,"domain_scores_codex":[0.9916626,0.006279705,0.0002772592,0.0004122984,0.0004687654,0.000899449],"domain_scores_gemma":[0.9859905,0.01010126,0.001305373,0.0003566346,0.001085537,0.001160571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005948502,0.00007109857,0.005148206,0.0001998904,0.000008190083,0.001219779,0.9887804,0.00003258944,0.0003963456,0.0003075886,0.0002925011,0.003483839],"study_design_scores_gemma":[0.000005810651,0.00007999721,0.002526615,0.0001309005,0.000004616667,0.0003955752,0.994148,0.00003442741,0.0001356555,0.0001036,0.002422075,0.00001261473],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941244,0.001345503,0.001126401,0.001191397,0.0000543864,0.0002680068,0.0001984116,0.000009792602,0.001681786],"genre_scores_gemma":[0.9956897,0.001319023,0.0006646478,0.0006682248,0.00001754331,0.0003492972,0.00009297998,0.00001453502,0.001184014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0112178,"threshold_uncertainty_score":0.05932611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06414843172422992,"score_gpt":0.3107183723501482,"score_spread":0.2465699406259183,"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."}}