{"id":"W4403690183","doi":"10.1038/s41386-024-02007-w","title":"Extended course accelerated intermittent theta burst stimulation as a substitute for depressed patients needing electroconvulsive therapy","year":2024,"lang":"en","type":"article","venue":"Neuropsychopharmacology","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Schlumberger (Canada); University of British Columbia; Queen's University; Royal Ottawa Mental Health Centre; University of Ottawa; Université Laval; University Health Network; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Electroconvulsive therapy; Psychology; Stimulation; Anesthesia; Psychotherapist; Neuroscience; Medicine; Electroconvulsive Shock","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"],"consensus_categories":[],"category_scores_codex":[0.0001595168,0.0004345685,0.0005340371,0.0002986129,0.0002023141,0.00007063986,0.0002162657,0.0001423427,0.0002728777],"category_scores_gemma":[0.00007882735,0.0003703097,0.0002343188,0.0005020653,0.000138105,0.0001964391,0.00003770121,0.0005283378,0.00008633524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001436315,"about_ca_system_score_gemma":0.0001756321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006501555,"about_ca_topic_score_gemma":0.000001705454,"domain_scores_codex":[0.9976305,0.0001373212,0.0004740057,0.0007959144,0.0002692443,0.000692979],"domain_scores_gemma":[0.9984738,0.0003905385,0.0001352732,0.0002504131,0.0005756178,0.0001743235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008673669,0.0006871927,0.003107619,0.0001023665,0.001192275,0.0001622925,0.0005509591,0.00001104812,0.9448281,0.0002544709,0.008646295,0.03178371],"study_design_scores_gemma":[0.06453654,0.02341778,0.39192,0.0003666886,0.002361993,0.0004832543,0.0001674192,0.01136557,0.4415865,0.002435589,0.05960348,0.00175525],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986378,0.003091757,0.0003811948,0.002987499,0.002346635,0.003563278,0.00002072624,0.0004523476,0.0007786092],"genre_scores_gemma":[0.9907634,0.001337304,0.00006821226,0.005285491,0.0006390057,0.0007804317,0.00009559956,0.0001302968,0.0009002323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5032417,"threshold_uncertainty_score":0.9998749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03325171447189738,"score_gpt":0.3796505788411952,"score_spread":0.3463988643692978,"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."}}