{"id":"W2768472190","doi":"10.1007/s10899-017-9731-1","title":"Cross Validation of the Gambling Problem Severity Subscale of the Canadian Adolescent Gambling Index (CAGI/GPSS) on a Sample of Ontario High School Students","year":2017,"lang":"en","type":"article","venue":"Journal of Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Ontario; Toronto Rehabilitation Institute; University of Toronto; Public Health Ontario; Western University; Centre for Addiction and Mental Health","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care; Centre for Addiction and Mental Health","keywords":"GPSS; Psychology; Demography; Biology; Simulation; Computer science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.004455745,0.0005757989,0.0004341611,0.001306168,0.001959699,0.0006263711,0.0009188473,0.0004022198,0.001095841],"category_scores_gemma":[0.01284325,0.0003085207,0.0008470696,0.001666743,0.001150681,0.0003064677,0.001085536,0.0006122622,0.0003925708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005839582,"about_ca_system_score_gemma":0.007035284,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7623825,"about_ca_topic_score_gemma":0.8622138,"domain_scores_codex":[0.9970361,0.0006650967,0.0001712767,0.0003183038,0.001497728,0.0003115763],"domain_scores_gemma":[0.9903598,0.001383398,0.0009576302,0.0006450237,0.005856858,0.0007973347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002172244,0.0001980803,0.983144,0.00002876833,0.0001060227,0.000072097,0.002864714,0.0002547854,0.001154875,0.0001247457,0.00113061,0.01070412],"study_design_scores_gemma":[0.00001325433,0.00007362839,0.9981779,0.000006141082,0.00001296896,0.00002114486,0.0004176809,0.0002956671,0.000144536,0.00001671674,0.0008156634,0.000004712789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973247,0.00004254338,0.0003518345,0.00003557488,0.00002070109,0.0002165872,0.0005283019,0.00000789469,0.001471884],"genre_scores_gemma":[0.9944144,0.00008598244,0.0009626577,0.000073911,0.00001483069,0.0002844406,0.002633171,0.00001587321,0.00151473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2376175,"threshold_uncertainty_score":0.4780337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1468536194946506,"score_gpt":0.4368919067033677,"score_spread":0.2900382872087171,"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."}}