{"id":"W4391345297","doi":"10.2139/ssrn.4701649","title":"Symptom Severity and Health Impacts of Functional Tic-Like Behaviours in Youth","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Loneliness; Neurotypical; Anxiety; Depression (economics); Clinical psychology; Psychology; Quality of life (healthcare); Transgender; Psychiatry; Autism spectrum disorder; Autism","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002161548,0.0004667386,0.0007714029,0.0006963509,0.0001024897,0.00007426929,0.0003688438,0.0004045979,0.0002123755],"category_scores_gemma":[0.00002591213,0.0004631603,0.0002765017,0.0003004021,0.0001630638,0.00006564825,0.0004052001,0.008767407,0.00003260851],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00244116,"about_ca_system_score_gemma":0.006627952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006463259,"about_ca_topic_score_gemma":0.01426168,"domain_scores_codex":[0.9949729,0.0003465296,0.0008464084,0.0007027048,0.0004468515,0.002684556],"domain_scores_gemma":[0.9985463,0.00005285918,0.0006769522,0.0004093176,0.00009254167,0.0002220331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001595661,0.002812542,0.6098044,0.0008755226,0.005627356,0.0002142039,0.03881334,0.0007233027,0.00008678489,0.2624882,0.004373718,0.07258496],"study_design_scores_gemma":[0.002248829,0.0008020658,0.5970916,0.0005787377,0.000272814,0.0009612785,0.01129033,0.00005141625,0.000005611245,0.3860271,0.00003359282,0.0006365537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554524,0.03727141,0.0003473582,0.002676206,0.002739273,0.0004351594,0.0001560923,0.00005006626,0.0008719646],"genre_scores_gemma":[0.9958059,0.003045364,0.00002456111,0.0001724129,0.0002946119,0.00001166229,0.00009356507,0.00008372759,0.0004681899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1235389,"threshold_uncertainty_score":0.999782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770571595778718,"score_gpt":0.3133448267704642,"score_spread":0.295639110812677,"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."}}