{"id":"W2095938856","doi":"10.1177/070674370505000404","title":"A National Survey of Gambling Problems in Canada","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":200,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Manitoba Health; University of Manitoba","funders":"","keywords":"Demography; Population; Lottery; Mental health; Geography; Prevalence; Public health; Psychology; Medicine; Socioeconomics; Psychiatry; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008262615,0.00008505162,0.0001619576,0.0002334172,0.00006750382,0.00001300151,0.0002661663,0.00004406708,0.0003940281],"category_scores_gemma":[0.00003944194,0.00006437328,0.00004656891,0.00029055,0.00003944,0.00004561999,0.000003477999,0.0002556522,0.000009073684],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005580599,"about_ca_system_score_gemma":0.01471748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956205,"about_ca_topic_score_gemma":0.9999834,"domain_scores_codex":[0.9988394,0.0001377502,0.0004510575,0.00007767198,0.0002536661,0.0002404137],"domain_scores_gemma":[0.9991236,0.00006385255,0.0002650027,0.0001294722,0.0002283973,0.0001897064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001390714,0.00003971908,0.9915093,0.00000266994,0.00005018959,0.000009910175,0.000399753,0.0009873802,0.000001061658,0.0009835039,0.005213201,0.000789442],"study_design_scores_gemma":[0.0006955554,0.00003952556,0.9977375,0.00003858692,0.00001697725,0.00009498339,0.0001678538,0.00001145048,0.000002334978,0.0006275261,0.0005087316,0.00005897898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916425,0.001108127,0.000002971515,0.002990366,0.001677961,0.00007837508,0.00006351461,0.000001020313,0.002435191],"genre_scores_gemma":[0.9992504,0.000002105894,0.0002469618,0.0002257042,0.0001248786,0.000001970616,0.000003937791,0.00001105649,0.0001329943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01415943,"threshold_uncertainty_score":0.9908682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216318058412712,"score_gpt":0.3545338840502454,"score_spread":0.2329020782089742,"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."}}