{"id":"W4211060390","doi":"10.1002/9781119576457.ch26","title":"Social Anxiety Disorder and Emotional Solitude","year":2021,"lang":"en","type":"other","venue":"","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Solitude; Loneliness; Psychology; Social anxiety; Feeling; Anxiety; Social isolation; Social psychology; Psychotherapist; Psychiatry","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":[0.0001770074,0.0001708925,0.0001502353,0.0004862273,0.0005117718,0.0006390251,0.0001393052,0.0002588355,0.005655922],"category_scores_gemma":[0.0008155948,0.00004124711,0.0001519653,0.0005760267,0.0005457349,0.0004130016,0.0005857791,0.0006856423,0.0002667076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004227012,"about_ca_system_score_gemma":0.0003742299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002225841,"about_ca_topic_score_gemma":0.004437216,"domain_scores_codex":[0.999827,0.0000532102,0.00001233098,0.00001196423,0.0000615441,0.00003415346],"domain_scores_gemma":[0.9996713,0.0001321543,0.00009634413,0.000006342717,0.00003060375,0.00006322899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001717586,0.0008337949,0.259181,0.001895397,0.0001543754,0.006326452,0.03193862,0.0005770004,0.001968838,0.123515,0.0406398,0.5327979],"study_design_scores_gemma":[0.00002432736,0.0003080051,0.6746404,0.002210161,0.00009402871,0.01873942,0.02194954,0.0003512847,0.0003130018,0.03371399,0.2476131,0.00004268543],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4419049,0.1589291,0.001520394,0.0188612,0.001010387,0.000202853,0.0006958082,0.00004630959,0.3768291],"genre_scores_gemma":[0.919085,0.06071212,0.0008729756,0.002390214,0.0004930347,0.00009563188,0.0002971698,0.000008502013,0.01604537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005655922,"threshold_uncertainty_score":0.0189209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03279445584291416,"score_gpt":0.3602910699568937,"score_spread":0.3274966141139796,"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."}}