{"id":"W4415200001","doi":"10.1016/j.psycom.2025.100235","title":"Testing the utility of Mouseview.js for measuring associations between alcohol related attentional bias and problematic alcohol use","year":2025,"lang":"en","type":"article","venue":"Psychiatry Research Communications","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia; Carleton University; University of Toronto","funders":"","keywords":"Attentional bias; Visual attention; Cognitive bias; Addiction; Reliability (semiconductor); Task (project management)","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":[0.002520744,0.0003552401,0.0002463169,0.0007884747,0.0002792921,0.000606741,0.0004169476,0.0004302596,0.001326499],"category_scores_gemma":[0.0130742,0.0002726611,0.0004465079,0.0004480281,0.0002189146,0.0004311638,0.0005026454,0.0003262491,0.0002374339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006106153,"about_ca_system_score_gemma":0.0007950058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05579755,"about_ca_topic_score_gemma":0.1270756,"domain_scores_codex":[0.9990716,0.0002501592,0.00005870583,0.0001183398,0.0004251355,0.00007597345],"domain_scores_gemma":[0.9930997,0.002612458,0.001985305,0.000424547,0.00154129,0.000336706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00112629,0.000263288,0.9552829,0.00008757217,0.0001981626,0.00002905753,0.0007615419,0.0003061643,0.006410285,0.00008296166,0.0002761639,0.03517559],"study_design_scores_gemma":[0.00002120618,0.0006244882,0.9965167,0.00001638547,0.00004156128,0.00004926923,0.0001844598,0.001354241,0.0008406048,0.00003753209,0.0002988662,0.00001454698],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976797,0.0001062084,0.0009681181,0.00002525167,0.000008155875,0.00005895056,0.0002596096,0.00002609462,0.0008679458],"genre_scores_gemma":[0.9958813,0.00009763163,0.002916812,0.00004519044,0.000007901992,0.0001121736,0.0002374195,0.00000834881,0.000693145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05579755,"threshold_uncertainty_score":0.1109455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7237954600242202,"score_gpt":0.5633181554969525,"score_spread":0.1604773045272677,"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."}}