{"id":"W2804738925","doi":"10.1556/2006.7.2018.41","title":"Prevalence of gambling-related harm provides evidence for the prevention paradox","year":2018,"lang":"en","type":"article","venue":"Journal of Behavioral Addictions","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Gambling Research Institute, University of Calgary; Department of Social Services, Australian Government; U.S. Department of Justice","keywords":"Harm; Lottery; Psychology; Population; Psychiatry; Mental health; Social psychology; Medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005279343,0.0001334876,0.0002066626,0.0001678258,0.0002465902,0.00002868808,0.00029327,0.0001059535,0.0008738981],"category_scores_gemma":[0.00007148052,0.00009015419,0.000330697,0.0002652027,0.0002315322,0.0002936409,0.00002330074,0.0002222857,0.00002970091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006088885,"about_ca_system_score_gemma":0.00009898128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007852358,"about_ca_topic_score_gemma":0.00001563357,"domain_scores_codex":[0.9985217,0.00009637879,0.0007200427,0.0001681265,0.0002849431,0.0002088368],"domain_scores_gemma":[0.9979554,0.0002515919,0.0007687078,0.0003045764,0.0006414313,0.00007829413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002189429,0.009283135,0.8104082,0.0001481507,0.001096152,0.00004347486,0.01276638,0.00006152107,0.02149844,0.001265036,0.01482126,0.1264189],"study_design_scores_gemma":[0.002686149,0.007590518,0.9762669,0.0007543447,0.004466493,0.0003953963,0.001038753,0.0000519772,0.004353141,0.0005578314,0.001636131,0.0002023273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942539,0.001048233,0.001711463,0.0002356784,0.0020354,0.0005664162,0.00005609855,0.0000235286,0.00006927805],"genre_scores_gemma":[0.9956668,0.00008629716,0.0009571856,0.00001002459,0.0002135855,0.0000800882,0.000002412598,0.00001803422,0.002965542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1658588,"threshold_uncertainty_score":0.9568571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3265596379994951,"score_gpt":0.4986114576088423,"score_spread":0.1720518196093472,"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."}}