{"id":"W4413187812","doi":"10.1016/b978-0-12-824067-0.00020-7","title":"MST for treatment-resistant depression","year":2022,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Depression (economics); Psychology; Economics; Keynesian economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001865012,0.0004564168,0.0002562299,0.0008474321,0.0002693612,0.0004507328,0.0004051012,0.001016538,0.1114058],"category_scores_gemma":[0.0002713538,0.0001557643,0.0002185782,0.0005126458,0.000176004,0.0005257775,0.0004389292,0.001022158,0.03691146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000187634,"about_ca_system_score_gemma":0.0002625202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006686141,"about_ca_topic_score_gemma":0.004682198,"domain_scores_codex":[0.9999506,0.00001220043,0.000002816483,0.000004067546,0.0000257975,0.000004487951],"domain_scores_gemma":[0.9999206,0.0000473479,0.00000617561,0.000005089349,0.000008918714,0.00001179997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005100342,0.00009355511,0.0001009223,0.0003001076,0.000007813151,0.0001934544,0.00006746835,0.00007471522,0.0007551073,0.007345932,0.434549,0.556461],"study_design_scores_gemma":[0.00003550763,0.00007646818,0.0008462662,0.0003523694,0.000007935148,0.001050245,0.00003026699,0.00006094847,0.0001682026,0.002810076,0.9945579,0.000003871375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002026301,0.1977268,0.00157691,0.006755559,0.004924466,0.00006506699,0.0003167295,0.0002383859,0.7863698],"genre_scores_gemma":[0.00519987,0.07081424,0.001153098,0.003748827,0.001623919,0.00007835618,0.0002537249,0.00005495208,0.9170731],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1114058,"threshold_uncertainty_score":0.3726894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239165481418738,"score_gpt":0.2844436005589062,"score_spread":0.2605270524170324,"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."}}