{"id":"W4401283788","doi":"10.1016/j.psychres.2024.116122","title":"Elevated allostatic load is associated with poorer response to repetitive transcranial magnetic stimulation in treatment-resistant depression","year":2024,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"Institut de Cardiologie de Montréal; Fondation de la recherche en santé du Nouveau-Brunswick; Clinical Trials Fund, Canadian Institutes of Health Research","keywords":"Transcranial magnetic stimulation; Allostatic load; Depression (economics); Rating scale; Mood; Deep transcranial magnetic stimulation; Medicine; Internal medicine; Randomized controlled trial; Biomarker; Psychology; Severity of illness; Cohort; Stimulation; Clinical psychology; Gerontology; Developmental 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":[0.0003131345,0.0003378776,0.0003863298,0.0006484335,0.0003361478,0.0004466518,0.0002806968,0.0005734638,0.002007187],"category_scores_gemma":[0.002881966,0.0001709391,0.0002994127,0.0006576274,0.0002906207,0.0002124757,0.000186972,0.0005410023,0.0002192697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00017548,"about_ca_system_score_gemma":0.0001410667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001847946,"about_ca_topic_score_gemma":0.003007468,"domain_scores_codex":[0.9997962,0.00007947735,0.00002475443,0.00002629652,0.00004803107,0.00002520139],"domain_scores_gemma":[0.9981315,0.0005582601,0.0009314166,0.00009858875,0.00007597403,0.0002042637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001288737,0.00054023,0.9873756,0.00005255992,0.0002773288,0.0005919777,0.0003070102,0.00009489413,0.0037575,0.00005465998,0.000101635,0.00555799],"study_design_scores_gemma":[0.000006525443,0.0001355904,0.9994534,0.000002045555,0.00001950746,0.000193864,0.0000450555,0.00004434987,0.00005265889,0.00002169904,0.0000235964,0.000001878081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991971,0.000195419,0.00002666809,0.00002983453,0.000004876274,0.000004406322,0.00003157857,0.000002153705,0.0005079925],"genre_scores_gemma":[0.9997156,0.00008190366,0.00002638453,0.00001965229,0.00001112263,0.000002915202,0.00003651341,8.349613e-7,0.0001049421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002007187,"threshold_uncertainty_score":0.006714702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06314946649426027,"score_gpt":0.3739881690995327,"score_spread":0.3108387026052724,"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."}}