{"id":"W4323349946","doi":"10.1016/s2215-0366(23)00061-5","title":"A transdiagnostic approach to transcranial magnetic stimulation","year":2023,"lang":"en","type":"letter","venue":"The Lancet Psychiatry","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Transcranial magnetic stimulation; Dorsolateral prefrontal cortex; Prefrontal cortex; Psychology; Neuroscience; Anxiety; Physical medicine and rehabilitation; Medicine; Psychiatry; Stimulation; Cognition","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003081042,0.0006624277,0.0008906592,0.000290729,0.0004279663,0.000168416,0.001382167,0.0005195494,0.0001802509],"category_scores_gemma":[0.0003079092,0.0005059003,0.0003242783,0.001307504,0.000246553,0.00007416384,0.00005400252,0.001870477,0.001505025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004153137,"about_ca_system_score_gemma":0.0001075662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003818819,"about_ca_topic_score_gemma":0.00001835841,"domain_scores_codex":[0.995586,0.0004772834,0.0006551091,0.001179303,0.001077335,0.001024994],"domain_scores_gemma":[0.9969656,0.001603546,0.0001388846,0.001142669,0.00005132686,0.00009797805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001426663,0.00008702886,0.000107494,0.000323104,0.00002300886,0.00002406719,0.00114367,0.002858681,0.0009097212,0.0007420669,0.9928698,0.0007687027],"study_design_scores_gemma":[0.005943063,0.0008942509,0.04187065,0.0003643321,0.0007653682,0.00008162898,0.0000878017,0.002801066,0.00003026147,0.01097756,0.9342882,0.001895799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003656624,0.0003844619,0.003800497,0.9674409,0.005826164,0.002633109,0.0005044891,0.001073418,0.01468033],"genre_scores_gemma":[0.05621407,0.0001702243,0.002362062,0.911384,0.02622285,0.0006639366,0.00007775937,0.0003154852,0.002589557],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05858156,"threshold_uncertainty_score":0.9997393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07918193356088052,"score_gpt":0.2961711639370082,"score_spread":0.2169892303761276,"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."}}