{"id":"W4396705411","doi":"10.1007/s40429-024-00572-0","title":"Betting on Uncertainty: A Review of Changes in Gambling and Substitute Addictive Behaviours During the COVID-19 Pandemic","year":2024,"lang":"en","type":"review","venue":"Current Addiction Reports","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Ottawa; York University; Royal Ottawa Mental Health Centre; Toronto Metropolitan University","funders":"","keywords":"Addiction; Psychology; Coronavirus disease 2019 (COVID-19); Pandemic; Distress; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Gambling disorder; 2019-20 coronavirus outbreak; Behavioral addiction; Empirical research; Addictive behavior; Substance use; Clinical psychology; Psychiatry; Medicine; Disease","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":[0.001566482,0.0008919818,0.003056874,0.003070997,0.0002521415,0.001608099,0.001149642,0.001374663,0.003987973],"category_scores_gemma":[0.003505742,0.0004838742,0.001411418,0.003950049,0.0008020782,0.001442005,0.0009300382,0.00221072,0.000593778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008852539,"about_ca_system_score_gemma":0.001872107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003420259,"about_ca_topic_score_gemma":0.01073052,"domain_scores_codex":[0.9993874,0.0001535938,0.0001533051,0.0001117493,0.0001583127,0.00003560945],"domain_scores_gemma":[0.9978947,0.001517138,0.0003085562,0.00002891065,0.0001816406,0.00006904953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002703615,0.0001048554,0.0004584024,0.09697549,0.0006243221,0.00008581004,0.0000955539,0.0002797077,0.000256674,0.001571393,0.01286575,0.8864117],"study_design_scores_gemma":[0.0002752979,0.0007595638,0.01320165,0.1414005,0.003587667,0.002584266,0.0004649153,0.0004148941,0.0003643343,0.004245093,0.8325278,0.0001739784],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006429177,0.9996632,0.00001842905,0.00009225748,0.00004390218,0.000002134688,0.00001331023,0.000001109496,0.000101352],"genre_scores_gemma":[0.0004445717,0.9992158,0.00006132194,0.0001351869,0.00007731251,0.000003465791,0.00001508927,7.039759e-7,0.00004645624],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003987973,"threshold_uncertainty_score":0.01334107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2877600017603592,"score_gpt":0.5024317547369358,"score_spread":0.2146717529765766,"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."}}