{"id":"W4210997590","doi":"10.1017/s0033291722000277","title":"Characterizing sustained social anxiety in individuals at clinical high risk for psychosis: trajectory, risk factors, and functional outcomes","year":2022,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute","funders":"National Center for Advancing Translational Sciences","keywords":"Anxiety; Social anxiety; Psychology; Psychosis; Population; Schizophrenia (object-oriented programming); Psychiatry; Clinical psychology; Medicine","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":[0.0008899778,0.0002867313,0.0002422444,0.000597211,0.0006682749,0.0005937113,0.0003581893,0.0003458229,0.0006952198],"category_scores_gemma":[0.001835516,0.0001662119,0.0003640276,0.0006854133,0.0003675671,0.0004389386,0.0008640527,0.0005823952,0.00008861173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006274999,"about_ca_system_score_gemma":0.0006779504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01340087,"about_ca_topic_score_gemma":0.02706663,"domain_scores_codex":[0.9997508,0.00008037803,0.00001784622,0.00005481604,0.00003817427,0.00005797502],"domain_scores_gemma":[0.9992197,0.000106836,0.000368584,0.00006131311,0.00007504148,0.0001685619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009361536,0.00003252882,0.9978848,0.000005017159,0.00002196774,0.00005078763,0.0001480033,0.00005833435,0.0002231376,0.00002115563,0.00003094907,0.001429812],"study_design_scores_gemma":[0.000003180812,0.00009036243,0.9990742,0.000003645456,0.00001030339,0.0001149301,0.0003018278,0.0002613038,0.00003584042,0.00007712592,0.00002486726,0.000002338081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996946,0.00004056768,0.00008093163,0.00002400743,8.685693e-7,0.000008642121,0.00007739167,0.000001462546,0.00007144725],"genre_scores_gemma":[0.99965,0.00002871054,0.0001056746,0.000004740066,0.000001149759,0.000006368766,0.0001718564,6.54962e-7,0.00003077366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01340087,"threshold_uncertainty_score":0.02664572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09673638020482872,"score_gpt":0.4060572490902367,"score_spread":0.309320868885408,"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."}}