{"id":"W2149090664","doi":"10.1556/2006.4.2015.002","title":"Comparing problem gamblers with moderate-risk gamblers in a sample of university students","year":2015,"lang":"en","type":"article","venue":"Journal of Behavioral Addictions","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Concordia University; Collège de Maisonneuve","funders":"","keywords":"Psychology; Population; Clinical psychology; Sample (material); Impulse control disorder; Distress; Gambling disorder; Psychiatry; Addiction; Demography; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006723647,0.0003211909,0.0003652768,0.001665309,0.000449532,0.0005856518,0.0003074032,0.0005182578,0.001842446],"category_scores_gemma":[0.002888147,0.0002412436,0.0002385349,0.0005559283,0.0004921453,0.0005469994,0.0011542,0.0004765138,0.0002908458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002052886,"about_ca_system_score_gemma":0.0002187035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002189907,"about_ca_topic_score_gemma":0.003585835,"domain_scores_codex":[0.9995458,0.0001228717,0.00005749418,0.0000753349,0.0001107093,0.00008775213],"domain_scores_gemma":[0.9990237,0.000158768,0.0002813226,0.0000412791,0.00007499428,0.0004199443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001552785,0.0002227,0.9971291,0.000009492443,0.00001797834,0.00007514051,0.0005353741,0.00001152847,0.0003719496,0.0000244439,0.00003116019,0.001415769],"study_design_scores_gemma":[0.00000891226,0.000328778,0.9978629,0.000003996086,0.000007614247,0.0003451336,0.001222199,0.00007609924,0.00005483691,0.00003424485,0.00005294062,0.000002323275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998822,0.00001252784,0.00001064457,0.000004804017,8.526708e-7,0.00000530275,0.00001043922,4.044468e-7,0.00007277363],"genre_scores_gemma":[0.9998367,0.00001621749,0.00003018129,0.000009603525,0.000002650494,0.000005561487,0.00004149124,4.588157e-7,0.00005715704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002189907,"threshold_uncertainty_score":0.006163597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1590898944704462,"score_gpt":0.386666091185223,"score_spread":0.2275761967147769,"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."}}