{"id":"W4403360839","doi":"10.1136/bmjno-2024-000666","title":"Pilot feasibility randomised controlled trial of cognitive–behavioural therapy for functional cognitive disorder after concussion","year":2024,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Vancouver General Hospital; GF Strong Rehabilitation Centre; University of British Columbia","funders":"WorkSafeBC","keywords":"Cognition; Concussion; Physical medicine and rehabilitation; Medicine; Physical therapy; Randomized controlled trial; Psychology; Clinical psychology; Psychiatry; Poison control; Injury prevention; Internal medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002079461,0.0002312854,0.0009961732,0.0001528977,0.00008331308,0.00005562145,0.0001689653,0.0001409315,0.001483955],"category_scores_gemma":[0.003359551,0.0001541342,0.0003414685,0.0001616067,0.000457742,0.0001438803,0.0001224712,0.0004478939,0.00002794427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001792746,"about_ca_system_score_gemma":0.0005512767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004948584,"about_ca_topic_score_gemma":0.00002430806,"domain_scores_codex":[0.9970893,0.0008942247,0.0007175601,0.0005899996,0.0003685024,0.0003403682],"domain_scores_gemma":[0.9910711,0.008028349,0.0001297482,0.0002381858,0.0004015673,0.0001310153],"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":[0.9802501,0.001104964,0.01119054,0.00007236961,0.0004495085,0.00006202509,0.0001671822,1.704021e-7,0.0006630322,0.00005333891,0.0009564066,0.005030394],"study_design_scores_gemma":[0.8675246,0.01868408,0.1120061,0.0001555109,0.0003227204,0.00005731692,0.00005843539,0.0003290793,0.0003006389,0.0003011105,0.0001227527,0.0001376339],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490539,0.0002377032,0.0005371604,0.004905424,0.0008459308,0.04287158,0.0002057537,0.00005038523,0.001292163],"genre_scores_gemma":[0.9842031,0.0000167342,0.00004803436,0.001463554,0.0002286991,0.01283395,0.0001681793,0.00004496585,0.0009928106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1127255,"threshold_uncertainty_score":0.9994288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1756043306351691,"score_gpt":0.4381470080249716,"score_spread":0.2625426773898025,"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."}}