{"id":"W2255958397","doi":"10.1080/02699931.2015.1136270","title":"Biased attention retraining in dysphoria: a failure to replicate","year":2016,"lang":"en","type":"article","venue":"Cognition & Emotion","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Replicate; Psychology; Retraining; Dysphoria; Cognitive psychology; Clinical psychology; Psychiatry; Anxiety","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005647142,0.0002738092,0.0002532905,0.0009347047,0.0001351753,0.00005124485,0.000162085,0.000264166,0.002302154],"category_scores_gemma":[0.00103234,0.000229115,0.000101807,0.001637895,0.00006931508,0.0003782531,0.00004847573,0.0001804062,0.003131917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000170029,"about_ca_system_score_gemma":0.0000278171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002728388,"about_ca_topic_score_gemma":0.0000361682,"domain_scores_codex":[0.9975162,0.0002564739,0.0004852671,0.0009504685,0.0003165644,0.0004750337],"domain_scores_gemma":[0.9984773,0.0002382151,0.0002425434,0.0004130088,0.0004515035,0.0001774276],"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":[0.0004934433,0.0007311251,0.04179167,0.00003087191,0.00009506377,0.00002812535,0.001282446,5.319918e-7,0.02766518,0.0004879356,0.0180796,0.909314],"study_design_scores_gemma":[0.008752239,0.0007866268,0.9297187,0.00121482,0.0001643877,0.00006661916,0.002719827,0.00001854526,0.005851188,0.01173265,0.03809526,0.0008791573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8774055,0.0002786811,0.09185566,0.004343555,0.002214358,0.001259733,0.0001249407,0.0004551478,0.02206243],"genre_scores_gemma":[0.9956606,0.0004457373,0.0007030442,0.0004787027,0.0004711564,0.000407706,0.0001559838,0.00005526505,0.001621795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9084349,"threshold_uncertainty_score":0.9986099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05095393531286238,"score_gpt":0.3391057339531554,"score_spread":0.2881517986402931,"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."}}