{"id":"W2052638575","doi":"10.1097/yct.0b013e3181770237","title":"Repetitive Transcranial Magnetic Stimulation for Treatment of Medication-Resistant Depression in Older Adults","year":2009,"lang":"en","type":"article","venue":"Journal of Ect","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; Queen's University","funders":"","keywords":"Transcranial magnetic stimulation; Depression (economics); Antidepressant; Prefrontal cortex; Dorsolateral prefrontal cortex; Rating scale; Refractory (planetary science); Major depressive disorder; Medicine; Treatment-resistant depression; Stimulation; Adverse effect; Psychology; Psychiatry; Physical medicine and rehabilitation; Physical therapy; Internal medicine; Anxiety; Mood","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001431641,0.0001136024,0.0003031705,0.0001991514,0.00004739658,0.000008300988,0.00009260429,0.00004888845,0.00006109992],"category_scores_gemma":[0.0003560997,0.00008684432,0.0001337516,0.0001931712,0.00004641619,0.0001071151,0.000002001276,0.00004149159,8.064098e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005839604,"about_ca_system_score_gemma":0.0000493295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001284882,"about_ca_topic_score_gemma":0.00001367043,"domain_scores_codex":[0.998662,0.0000799167,0.0006363465,0.0001675491,0.0003203916,0.0001337985],"domain_scores_gemma":[0.9987934,0.0006013232,0.000315849,0.0001005697,0.0001380686,0.00005084376],"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":[0.009278314,0.001691229,0.005253187,0.00005283118,0.00001263427,0.00003855353,0.005970403,0.002218873,0.8688285,0.0002396999,0.0000523755,0.1063633],"study_design_scores_gemma":[0.0126609,0.005477549,0.9456655,0.0002834203,0.00007839347,0.00001772347,0.00009362518,0.002300221,0.03257721,0.0005852182,0.0001507575,0.000109473],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950643,0.0006502232,0.002708997,0.0006105292,0.0001678815,0.0005305203,0.00001496824,0.000007900321,0.0002447131],"genre_scores_gemma":[0.9984989,0.0002175084,0.001095778,0.00005115393,0.00009504104,0.000007689497,7.441644e-7,0.000007247129,0.00002595956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9404123,"threshold_uncertainty_score":0.3541409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02501646769117071,"score_gpt":0.3045350207185763,"score_spread":0.2795185530274056,"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."}}