{"id":"W3003888742","doi":"10.1016/j.arcmed.2019.12.012","title":"Anxiety and Fear-Related Disorders in the ICD-11: Results from a Global Case-controlled Field Study","year":2019,"lang":"en","type":"article","venue":"Archives of Medical Research","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montfort Hospital; University of Ottawa","funders":"","keywords":"Anxiety; Field (mathematics); Psychology; Clinical psychology; Medicine; Psychiatry; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005115956,0.0001406472,0.0004238745,0.0001348588,0.00009554328,0.00002350412,0.0007365419,0.0002173043,0.001021005],"category_scores_gemma":[0.002189797,0.00009320091,0.0001051072,0.00039582,0.0005436235,0.00002994529,0.0002183731,0.00104084,0.00005236534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008169659,"about_ca_system_score_gemma":0.0000935967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03251425,"about_ca_topic_score_gemma":0.02908491,"domain_scores_codex":[0.993787,0.003444749,0.0005293391,0.0005749601,0.001117109,0.000546874],"domain_scores_gemma":[0.9895353,0.009583345,0.00007074796,0.0006182555,0.00002235956,0.0001699751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008935228,0.002696433,0.6828948,0.00002117197,0.0002108028,0.0009782317,0.07176431,0.000001186831,0.00001877061,0.005227991,0.003804512,0.2234465],"study_design_scores_gemma":[0.04491309,0.001830066,0.8410214,0.00008499964,0.00002555928,0.0002478265,0.08271906,0.00083571,4.548973e-7,0.02272808,0.005390396,0.0002034096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196535,0.0007540346,0.00001559679,0.01957237,0.0001832695,0.001162713,0.00005923795,0.00001053471,0.05858879],"genre_scores_gemma":[0.9988097,0.0002718621,0.0000204739,0.0003406279,0.00004388864,0.00007672825,0.00001420431,0.000008331726,0.0004142027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2232431,"threshold_uncertainty_score":0.9998922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02994606605395925,"score_gpt":0.4082987131663893,"score_spread":0.37835264711243,"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."}}