{"id":"W4205977150","doi":"10.1017/s0033291721005432","title":"Attentional bias toward health-threat in health anxiety: a systematic review and three-level meta-analysis","year":2022,"lang":"en","type":"review","venue":"Psychological Medicine","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Attentional bias; Anxiety; Meta-analysis; PsycINFO; Psychology; Clinical psychology; Context (archaeology); Mental health; Vigilance (psychology); Publication bias; Scopus; MEDLINE; Psychiatry; Medicine; Cognitive psychology","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","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.008881046,0.001626467,0.01972894,0.002614568,0.0003232299,0.0000414543,0.001198297,0.0005661566,0.03127009],"category_scores_gemma":[0.002794202,0.0009481615,0.003084221,0.009262922,0.0004891939,0.000100377,0.0003301125,0.001905472,0.0002450802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005243601,"about_ca_system_score_gemma":0.0001141069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005299336,"about_ca_topic_score_gemma":0.00008795307,"domain_scores_codex":[0.9827906,0.006048,0.005137774,0.003235147,0.001498793,0.001289612],"domain_scores_gemma":[0.9899819,0.003061909,0.004092888,0.001836173,0.0002012167,0.0008258388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002642239,0.001217426,0.0001705282,0.4754475,0.06239248,0.00005771931,0.0002448587,8.138878e-8,1.549546e-9,0.0004210927,0.01248896,0.447533],"study_design_scores_gemma":[0.001373918,0.001549741,0.001031258,0.06127276,0.3249844,0.0006587449,0.0002696575,7.033413e-7,8.125547e-10,0.0009415006,0.6069437,0.0009736743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.75126e-7,0.9767214,0.001535748,0.01064218,0.0009106409,0.007870588,0.000637565,0.0001620659,0.001519348],"genre_scores_gemma":[0.00007068906,0.9740247,0.0003816562,0.01372511,0.0002514257,0.008753313,0.001145137,0.0001218267,0.001526122],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5944547,"threshold_uncertainty_score":0.9996483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6756897320126757,"score_gpt":0.5366181916670691,"score_spread":0.1390715403456065,"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."}}