{"id":"W2252813870","doi":"10.5072/prism/9876","title":"ETIOLOGY OF PROBLEM GAMBLING: Results from the Major Canadian Longitudinal Studies","year":2015,"lang":"en","type":"article","venue":"Open MIND","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Etiology; Psychology; Demography; Psychiatry; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.003454848,0.0004844693,0.0005312549,0.003457535,0.004528993,0.001810791,0.002461395,0.000615449,0.003720199],"category_scores_gemma":[0.008478995,0.0005742408,0.001203662,0.00809479,0.0008340572,0.000853366,0.001991975,0.001402477,0.0003448407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02042696,"about_ca_system_score_gemma":0.0412925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951698,"about_ca_topic_score_gemma":0.9982008,"domain_scores_codex":[0.9986493,0.0001471987,0.0001084584,0.0001503924,0.0005062037,0.0004384418],"domain_scores_gemma":[0.9931457,0.0004759855,0.001169622,0.0003761741,0.00359875,0.001233793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008102667,0.0000551581,0.9877169,0.00006901334,0.0001011373,0.00005630717,0.001322519,0.00005381986,0.00006208918,0.0003308034,0.004089073,0.006062324],"study_design_scores_gemma":[0.000006169433,0.000008077796,0.997251,0.00006555147,0.000054956,0.00002477902,0.001408899,0.00007481725,0.00001713728,0.00005717632,0.001019259,0.00001221916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498429,0.006163351,0.0003549633,0.00254295,0.0001243471,0.0002627717,0.03209664,0.00003199728,0.008579977],"genre_scores_gemma":[0.9778689,0.005236264,0.0008286359,0.0003049088,0.00001914188,0.0001172078,0.01286517,0.00002988338,0.00272981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02042696,"threshold_uncertainty_score":0.1482087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5101565042813513,"score_gpt":0.5157449600259314,"score_spread":0.005588455744580112,"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."}}