{"id":"W6902022432","doi":"10.6084/m9.figshare.16960405","title":"Additional file 2 of Confirmatory Efficacy and Safety Trial of Magnetic Seizure Therapy for Depression (CREST-MST): study protocol for a randomized non-inferiority trial of magnetic seizure therapy versus electroconvulsive therapy","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; Simon Fraser University","funders":"","keywords":"Electroconvulsive therapy; Depression (economics); Randomized controlled trial; Protocol (science); Treatment-resistant depression; Informed consent","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":[0.0003325911,0.0005655994,0.002268596,0.000174274,0.0001777998,0.00002222377,0.0002457343,0.0002873004,0.3878528],"category_scores_gemma":[0.004240633,0.0004368424,0.0006840848,0.0003255534,0.0001451304,0.00009403327,0.00006593623,0.0003244542,0.000004895073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005692711,"about_ca_system_score_gemma":0.001131825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007384714,"about_ca_topic_score_gemma":0.00001245631,"domain_scores_codex":[0.9963399,0.000570057,0.001288821,0.0006799392,0.000635536,0.0004857708],"domain_scores_gemma":[0.9852066,0.01122561,0.001035327,0.0005872389,0.001810803,0.0001344377],"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":[0.7664956,0.002603926,0.000003183606,0.0003995121,0.000804643,0.000006711352,0.0005073096,5.268592e-7,0.00360719,0.000001726575,0.2169597,0.008610017],"study_design_scores_gemma":[0.8291643,0.04597557,0.000570556,0.001311887,0.0001167006,0.000009263665,0.0001930583,0.00003973072,0.01624065,0.00003563251,0.1060308,0.0003118796],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.008745802,0.00124723,0.000004126697,0.00009525634,0.00007572369,0.4186962,0.5708588,0.00004905209,0.0002277459],"genre_scores_gemma":[0.006393794,0.0002016924,0.000526469,0.0001526475,0.0006181668,0.8705038,0.1211509,0.0001157948,0.0003367327],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.4518076,"threshold_uncertainty_score":0.9998083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03697420790685562,"score_gpt":0.3429731816899471,"score_spread":0.3059989737830914,"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."}}