{"id":"W3199022842","doi":"10.4309/jgi.2021.48.13","title":"Gambling behaviours and treatment uptake among vulnerable populations during COVID-19 crisis","year":2021,"lang":"en","type":"article","venue":"Journal of Gambling Issues","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Psychology; Addiction; Psychiatry; Population; Vulnerability (computing); Harm; Harm reduction; Substance abuse; Clinical psychology; Medicine; Environmental health; Social psychology; Family medicine; Human immunodeficiency virus (HIV)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004774879,0.0003039092,0.0005677658,0.0004586659,0.0005865571,0.0002151452,0.0001406155,0.0001750861,0.0006718344],"category_scores_gemma":[0.0001898662,0.0002690207,0.0002713295,0.0003636265,0.00006421661,0.0003061993,0.00004413823,0.0003601983,0.00001622954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002930601,"about_ca_system_score_gemma":0.0001323206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001514304,"about_ca_topic_score_gemma":0.000352905,"domain_scores_codex":[0.997739,0.0002373626,0.0007981719,0.000389675,0.0003953177,0.0004404887],"domain_scores_gemma":[0.9982467,0.0001063715,0.0004724586,0.0003811938,0.0002949268,0.0004983254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001842176,0.001265281,0.9764753,0.00002455473,0.0004874446,0.003926372,0.01068778,0.0006286108,0.002164803,0.0003036483,0.00140061,0.002451368],"study_design_scores_gemma":[0.006274506,0.0006581626,0.9684339,0.0001328188,0.00133495,0.002192903,0.01024422,0.00001643032,0.003557056,0.0004880227,0.006175217,0.0004918358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991322,0.005346424,0.0001268448,0.001579576,0.001145122,0.0001314635,0.00002635347,0.00006088797,0.0002612907],"genre_scores_gemma":[0.992373,0.0003927752,0.003069933,0.00009694588,0.0003671384,0.00001330712,0.00002572946,0.00005105371,0.003610066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008041437,"threshold_uncertainty_score":0.9999762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.346674745300121,"score_gpt":0.477829631025523,"score_spread":0.131154885725402,"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."}}