{"id":"W2921305216","doi":"10.1002/gps.5091","title":"Unilateral and bilateral repetitive transcranial magnetic stimulation for treatment‐resistant late‐life depression","year":2019,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network; McMaster University; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Ontario Mental Health Foundation; BrainsWay; National Institute of Mental Health; Indivior","keywords":"Transcranial magnetic stimulation; Depression (economics); Treatment-resistant depression; Population; Dorsolateral prefrontal cortex; Late life depression; Major depressive episode; Psychology; Placebo; Major depressive disorder; Randomized controlled trial; Medicine; Stimulation; Psychiatry; Physical medicine and rehabilitation; Internal medicine; Prefrontal cortex; Mood; Cognition","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001426069,0.0002174688,0.0003277991,0.0003377349,0.00009116505,0.0001022838,0.0002447768,0.000086418,0.0002375144],"category_scores_gemma":[0.00009723118,0.0001748735,0.0002061618,0.0001564116,0.00005703243,0.0003186144,0.00002193729,0.00008906908,0.00001132033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007202571,"about_ca_system_score_gemma":0.0001385996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001814527,"about_ca_topic_score_gemma":0.000006614163,"domain_scores_codex":[0.9982028,0.00008659306,0.000697842,0.0003271725,0.0004796652,0.0002059196],"domain_scores_gemma":[0.9987532,0.0003529517,0.0004016803,0.0001188883,0.0002538071,0.0001194033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02784431,0.001198111,0.2069211,0.0001256246,0.0003531444,0.00007433803,0.002997253,0.006859626,0.7248994,0.004716797,0.000422937,0.02358734],"study_design_scores_gemma":[0.04256643,0.006625917,0.9204375,0.0002653232,0.0004388096,0.0003499982,0.0002201335,0.0084764,0.002904174,0.01025207,0.006669508,0.0007938083],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907624,0.0005683689,0.001209404,0.001540465,0.004862943,0.000476269,0.00007681654,0.00002689683,0.0004765085],"genre_scores_gemma":[0.995919,0.0002287261,0.00240543,0.0002958296,0.000746542,0.000008877651,0.000004072472,0.00002570578,0.0003657629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7219952,"threshold_uncertainty_score":0.7131134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476983111595681,"score_gpt":0.2761483066739944,"score_spread":0.2613784755580376,"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."}}