{"id":"W4400096570","doi":"10.1016/j.brat.2024.104603","title":"Associations of state and chronic loneliness with interpretation bias: The role of internalizing symptoms","year":2024,"lang":"en","type":"article","venue":"Behaviour Research and Therapy","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Loneliness; Anxiety; Psychology; Context (archaeology); Clinical psychology; Social anxiety; Population; Attentional bias; Depression (economics); Developmental psychology; Psychiatry; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001387949,0.00004014268,0.00009293028,0.00007552197,0.0002039773,0.00009851739,0.00008917127,0.00002638533,0.00003052236],"category_scores_gemma":[0.00004984067,0.00002414719,0.00001735901,0.0002050276,0.000316039,0.0001108208,0.00002197284,0.0001338265,6.546043e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004699103,"about_ca_system_score_gemma":0.0002540732,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01430792,"about_ca_topic_score_gemma":0.005414369,"domain_scores_codex":[0.9990483,0.0002107193,0.0001386789,0.00008903391,0.0003189991,0.0001942841],"domain_scores_gemma":[0.9992637,0.0004302848,0.00003671063,0.0000595722,0.0001548512,0.00005489932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007133903,0.00004947847,0.7037202,0.00007028432,0.00005695052,0.000002134256,0.03646346,0.000001862839,0.0002532082,0.01594544,0.00005208872,0.2433136],"study_design_scores_gemma":[0.0006455069,0.0008243002,0.9501498,0.0008357151,0.00001606876,0.000002014157,0.02223726,0.0006314166,0.003029247,0.01416142,0.007321401,0.0001458056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846321,0.01358112,0.0000345651,0.001130792,0.0000356456,0.0002092812,0.0000271059,0.00000811719,0.0003412528],"genre_scores_gemma":[0.9936404,0.006013622,0.000008791268,0.00002176753,0.00003857231,0.00001573373,0.000002198322,0.000005611811,0.0002532689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2464297,"threshold_uncertainty_score":0.9922559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09188935708226874,"score_gpt":0.4398010226020271,"score_spread":0.3479116655197584,"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."}}