{"id":"W4392301097","doi":"10.1016/j.psychres.2024.115822","title":"Predictors of remission after repetitive transcranial magnetic stimulation for the treatment of late-life depression","year":2024,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Toronto Dementia Research Alliance; Baycrest Hospital; Public Health Ontario; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Depression (economics); Antidepressant; Transcranial magnetic stimulation; Psychology; Internal medicine; Rating scale; Logistic regression; Randomized controlled trial; Late life depression; Severity of illness; Psychiatry; Cognition; Medicine; Stimulation; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001960453,0.000166403,0.0004149913,0.0002739744,0.0002205441,0.0003594603,0.0002125918,0.0003574839,0.001620834],"category_scores_gemma":[0.01066194,0.000112722,0.0005160769,0.0003228155,0.0001394079,0.0002623278,0.000215463,0.0007525087,0.0001642385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002178192,"about_ca_system_score_gemma":0.0002507527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00194994,"about_ca_topic_score_gemma":0.004256529,"domain_scores_codex":[0.9993911,0.0002732796,0.00009832308,0.000096501,0.00008087519,0.00006000015],"domain_scores_gemma":[0.994894,0.002349371,0.002011028,0.0002292689,0.000243296,0.0002731691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004935653,0.0002678379,0.9619177,0.00008289938,0.0004391316,0.00008387113,0.0001208454,0.0003049074,0.0008297112,0.00008445272,0.0004165546,0.03051641],"study_design_scores_gemma":[0.0001214201,0.0006332544,0.9974403,0.00003320258,0.0001987022,0.0001266114,0.00005179964,0.0008744538,0.0001316385,0.0001576219,0.0002256417,0.00000527832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968065,0.001632328,0.0003878952,0.0002560554,0.00001278792,0.00002342426,0.0003467073,0.000008135708,0.0005262285],"genre_scores_gemma":[0.9988239,0.0003407325,0.000161604,0.00005704183,0.0000150354,0.00001286986,0.0004402363,0.000001949587,0.0001466004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001960453,"threshold_uncertainty_score":0.01036799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07866730610524078,"score_gpt":0.3853710921987557,"score_spread":0.3067037860935149,"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."}}