{"id":"W4311261861","doi":"10.1016/j.psychres.2022.115007","title":"Mapping the future of interventional psychiatry for the obsessive-compulsive related disorders: A scoping review","year":2022,"lang":"en","type":"review","venue":"Psychiatry Research","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"University of Toronto","keywords":"Deep brain stimulation; Electroconvulsive therapy; Transcranial magnetic stimulation; Randomized controlled trial; Psychiatry; Medicine; Distress; Transcranial direct-current stimulation; Deep transcranial magnetic stimulation; Psychology; Stimulation; Clinical psychology; Neuroscience; Schizophrenia (object-oriented programming); Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005458572,0.0006121372,0.00195505,0.0004608893,0.001930912,0.00007735172,0.002600783,0.0003187674,0.004993268],"category_scores_gemma":[0.000303792,0.0003458546,0.002434726,0.00270192,0.0007146809,0.00008563275,0.000933549,0.003105724,0.0001554641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007485,"about_ca_system_score_gemma":0.001370885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000536338,"about_ca_topic_score_gemma":0.0002134228,"domain_scores_codex":[0.9921495,0.002815176,0.001906965,0.001041939,0.001094819,0.0009915415],"domain_scores_gemma":[0.9932361,0.00335638,0.00118781,0.001815301,0.0003158568,0.00008851242],"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":[0.00003165363,0.0003857433,0.0001328475,0.1350916,0.002153088,0.000001807512,0.0003999512,1.892381e-7,5.673347e-9,0.01432797,0.2141568,0.6333184],"study_design_scores_gemma":[0.0004277417,0.0002309103,0.0001074609,0.1570408,0.000699749,0.00005215675,0.003909071,0.000001323265,9.547576e-10,0.003637908,0.8335896,0.0003033752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.771409e-7,0.9570754,0.0001121662,0.01861849,0.01123189,0.008897902,0.0002325671,0.00004630445,0.003784581],"genre_scores_gemma":[0.000001554697,0.9872212,0.0003592208,0.0003277329,0.001957129,0.0081522,0.0002092022,0.0001282196,0.00164356],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.633015,"threshold_uncertainty_score":0.9998993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1958413023419287,"score_gpt":0.4880121377731093,"score_spread":0.2921708354311806,"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."}}