{"id":"W2971383303","doi":"10.1016/j.brs.2019.09.001","title":"A pragmatic randomized controlled trial exploring the relationship between pulse number and response to repetitive transcranial magnetic stimulation treatment in depression","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Health and Medical Research Council","keywords":"Transcranial magnetic stimulation; Depression (economics); Randomized controlled trial; Deep transcranial magnetic stimulation; Stimulation; Psychology; Pulse (music); Medicine; Physical medicine and rehabilitation; Neuroscience; Internal medicine; Physics","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002387609,0.000370996,0.001096694,0.0003404687,0.0002974343,0.000123781,0.0001367288,0.0001168206,0.000187262],"category_scores_gemma":[0.01361202,0.0002599481,0.00022089,0.0006745224,0.0001347992,0.0003980271,0.00003592703,0.0001982846,0.0001125071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001678907,"about_ca_system_score_gemma":0.00007225821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008828368,"about_ca_topic_score_gemma":0.00002837375,"domain_scores_codex":[0.9936482,0.003506903,0.001148646,0.0007228619,0.0006185755,0.0003548462],"domain_scores_gemma":[0.9469918,0.05220719,0.0002455493,0.0003763695,0.00007039945,0.000108704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9065821,0.0001297454,0.04696655,0.00001761847,0.00001712665,0.000004480421,0.007669603,0.02267376,0.01205922,0.0006654469,0.000003123693,0.003211191],"study_design_scores_gemma":[0.5422467,0.0004860226,0.4419291,0.00007941727,0.0001118009,0.000002428282,0.0000777366,0.01369214,0.00007890059,0.001071282,0.00002989693,0.0001945466],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782806,0.00003881028,0.002392619,0.001788592,0.0003546011,0.01641905,0.00001470585,0.0001095681,0.0006014441],"genre_scores_gemma":[0.9964305,0.000006988818,0.0003549651,0.0001585065,0.000145042,0.002198958,0.000009418393,0.00004086498,0.0006547772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3949625,"threshold_uncertainty_score":0.9999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05764649173060228,"score_gpt":0.3216923513177069,"score_spread":0.2640458595871046,"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."}}