{"id":"W1665709748","doi":"10.1007/bf03404298","title":"Updating and Refining Prevalence Estimates of Disordered Gambling Behaviour in the United States and Canada","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":375,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Center for Responsible Gaming","keywords":"Refining (metallurgy); Psychology; Demographic economics; Econometrics; Economics; Materials science; Metallurgy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0117795,0.0006343214,0.0009269199,0.008871338,0.002819241,0.003285582,0.003449256,0.0006124487,0.001167068],"category_scores_gemma":[0.04092214,0.0006411737,0.001174962,0.01160032,0.0008602943,0.001173855,0.001802726,0.001346035,0.0002079332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03907727,"about_ca_system_score_gemma":0.07530726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980097,"about_ca_topic_score_gemma":0.9983878,"domain_scores_codex":[0.9932265,0.001441666,0.0008192848,0.0005109773,0.003075625,0.0009259697],"domain_scores_gemma":[0.9401743,0.005585485,0.002526049,0.001354681,0.04856756,0.001791881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001505575,0.00007015897,0.9289567,0.0003361775,0.0003345869,0.000076192,0.001631746,0.002433453,0.0001461692,0.0009140857,0.01129458,0.05365548],"study_design_scores_gemma":[0.00002809478,0.00002767982,0.9850135,0.0002365422,0.0002791069,0.00005956896,0.00193886,0.004043927,0.0002851552,0.0002003342,0.007845063,0.00004213941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9162428,0.009134403,0.007901934,0.00457074,0.0004211662,0.0007606927,0.04367018,0.0002627239,0.01703533],"genre_scores_gemma":[0.9771613,0.002960484,0.008309478,0.0005379976,0.00005559997,0.0001705332,0.008989114,0.00005797941,0.001757505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03907727,"threshold_uncertainty_score":0.2835267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1388559995841063,"score_gpt":0.3878214476948023,"score_spread":0.248965448110696,"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."}}