{"id":"W4302774209","doi":"10.1007/s10899-022-10161-3","title":"A Systematic Review of Eye-Tracking Studies of Gambling-Related Attentional Biases","year":2022,"lang":"en","type":"review","venue":"Journal of Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Attentional bias; Psychology; Impulsivity; Eye tracking; Addiction; Cognitive psychology; Clinical psychology; Developmental psychology; Cognition; Psychiatry","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"],"consensus_categories":[],"category_scores_codex":[0.00454783,0.0008342477,0.01050409,0.001430973,0.0002454665,0.0000213895,0.0007350316,0.0002271348,0.0002837198],"category_scores_gemma":[0.005964391,0.0005718824,0.003298794,0.001374406,0.0003326951,0.0001501644,0.0003189604,0.001009715,0.0000199166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000394252,"about_ca_system_score_gemma":0.0002777024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000842091,"about_ca_topic_score_gemma":0.00000163697,"domain_scores_codex":[0.9892588,0.001468585,0.006843722,0.0004896614,0.001477678,0.000461546],"domain_scores_gemma":[0.9812486,0.003945831,0.01214166,0.0006821725,0.001886216,0.00009557357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002410278,0.0008124007,0.0002336299,0.9485299,0.03458437,0.0003120699,0.001885048,0.000004299287,9.12811e-7,0.00009998691,0.0009336435,0.01257966],"study_design_scores_gemma":[0.0008218111,0.0006837369,0.00006230271,0.9415564,0.04223456,0.0007589178,0.003975372,1.548932e-7,0.000001274465,0.00005383625,0.00946016,0.0003915001],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001109991,0.9941276,0.000002483826,0.00004752825,0.003194978,0.00130001,0.00008274885,0.0000275862,0.0001070814],"genre_scores_gemma":[0.0006270057,0.9980912,0.0001573557,0.00003034465,0.0001493573,0.0001891824,0.00002824144,0.0001012723,0.0006260228],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01218816,"threshold_uncertainty_score":0.9996732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4707343022171775,"score_gpt":0.5634588500947174,"score_spread":0.09272454787753986,"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."}}