{"id":"W2769537613","doi":"10.5127/jep.041414","title":"The Causal Role of Attentional Bias in a Cognitive Component of Depression","year":2015,"lang":"en","type":"article","venue":"Journal of Experimental Psychopathology","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Attentional bias; Psychology; Cognition; Cognitive bias; Depression (economics); Cognitive psychology; Developmental psychology; Clinical psychology; Neuroscience","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":[0.00235917,0.0003338104,0.0002360951,0.0007137474,0.0003173475,0.0005310099,0.0003148198,0.0005318578,0.001906845],"category_scores_gemma":[0.01696318,0.0002675764,0.0003562993,0.0002839245,0.001115674,0.0005851815,0.0006144052,0.001080075,0.00007141234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003466519,"about_ca_system_score_gemma":0.000578745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001802003,"about_ca_topic_score_gemma":0.001976561,"domain_scores_codex":[0.9991112,0.0003941748,0.00006095206,0.0001077208,0.0002482081,0.0000776448],"domain_scores_gemma":[0.9909624,0.006027248,0.001398868,0.0007888161,0.0004536763,0.0003689529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002622166,0.001437172,0.8999078,0.0002718066,0.0003460963,0.0004608406,0.001147241,0.0006872584,0.01666988,0.005458591,0.0002660255,0.07072499],"study_design_scores_gemma":[0.00006888819,0.0005263681,0.9907451,0.00004243702,0.0001290915,0.0004817078,0.0001670765,0.0007832875,0.001467457,0.005312473,0.0002603841,0.00001567547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990836,0.001058826,0.00223135,0.0006035414,0.000037022,0.00008289424,0.00005339534,0.00001283913,0.005084163],"genre_scores_gemma":[0.9988033,0.0002527472,0.0006584087,0.00007987567,0.00002108313,0.00001656385,0.00001924765,0.000002097197,0.0001467724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00235917,"threshold_uncertainty_score":0.01247662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09947533131068842,"score_gpt":0.4079389563526595,"score_spread":0.3084636250419711,"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."}}