{"id":"W4403565778","doi":"10.1101/2024.10.15.24315532","title":"Taking Control of Your Functional Cognitive Symptoms Workbook: A Novel Intervention","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Psychological Treatments and Assessments","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Workbook; Cognition; Intervention (counseling); Control (management); Cognitive Intervention; Cognitive psychology; Psychology; Medicine; Physical medicine and rehabilitation; Computer science; Neuroscience; Business; Psychiatry; Artificial intelligence; Accounting","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":[0.001495247,0.0003862689,0.000357432,0.0003606884,0.0008162028,0.0007613632,0.001397616,0.0008015144,0.01039285],"category_scores_gemma":[0.003780092,0.0001692474,0.0007180038,0.0001968219,0.0005309011,0.0008033431,0.001560845,0.001547135,0.0009615495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008221102,"about_ca_system_score_gemma":0.002833067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296622,"about_ca_topic_score_gemma":0.004125553,"domain_scores_codex":[0.9991473,0.0004073945,0.00005334362,0.000119141,0.000172717,0.0001001019],"domain_scores_gemma":[0.9991072,0.000428413,0.00008368911,0.00005813434,0.00007722297,0.0002453631],"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":[0.001986184,0.0481482,0.003596121,0.002905709,0.000172228,0.0004093127,0.004528597,0.001041527,0.005918916,0.003641104,0.02832203,0.89933],"study_design_scores_gemma":[0.05640346,0.118887,0.205226,0.0152158,0.00508484,0.003826014,0.03002204,0.04711846,0.04263506,0.03531791,0.4394616,0.0008016435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8543457,0.001998802,0.06571207,0.0129919,0.00154527,0.01440443,0.0007961972,0.001981963,0.0462236],"genre_scores_gemma":[0.7103391,0.00257238,0.2345105,0.006663046,0.0003044795,0.0223535,0.0005983126,0.0001421123,0.0225165],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01039285,"threshold_uncertainty_score":0.03476751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107783353157103,"score_gpt":0.407142243341521,"score_spread":0.2993588901844181,"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."}}