{"id":"W2024701427","doi":"10.1007/s10899-010-9231-z","title":"Beliefs About Gambling Problems and Recovery: Results from a General Population Telephone Survey","year":2011,"lang":"en","type":"article","venue":"Journal of Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Toronto; Centre for Addiction and Mental Health","funders":"Canada Research Chairs; Ontario Ministry of Health and Long-Term Care; Ontario Problem Gambling Research Centre","keywords":"Psychology; Addiction; Abstinence; Population; Psychiatry; Telephone survey; Wrongdoing; Substance abuse; Random digit dialing; Disease; Clinical psychology; Demography; Medicine; Advertising","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001493769,0.0004702391,0.0006336615,0.001374607,0.001095364,0.001191744,0.0006855812,0.001916782,0.002267033],"category_scores_gemma":[0.005922262,0.0009173588,0.0009886967,0.001831466,0.0005718896,0.00165244,0.0012786,0.002245467,0.001163388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007783679,"about_ca_system_score_gemma":0.0005809562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04017017,"about_ca_topic_score_gemma":0.05042607,"domain_scores_codex":[0.9989631,0.0004070864,0.000123307,0.0001452058,0.000187914,0.0001733648],"domain_scores_gemma":[0.9959415,0.0007694607,0.00149823,0.0002490617,0.0005762939,0.0009655466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001171097,0.0005078163,0.997238,0.00001305718,0.00004858874,0.00006244185,0.0007017258,0.00002648563,0.00008080154,0.000009369447,0.0002081858,0.0009862873],"study_design_scores_gemma":[0.0000118781,0.0001600214,0.9985297,0.000005126045,0.00002059826,0.00005734182,0.001015938,0.00007559828,0.00001290983,0.00000942184,0.00009651185,0.00000490972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983718,0.00004985671,0.00006116569,0.00009561552,0.000006290237,0.00005959735,0.0009293567,0.000003177081,0.0004231566],"genre_scores_gemma":[0.995979,0.0001994449,0.0001648661,0.0003073673,0.00001725024,0.0001386198,0.001944216,0.000006534277,0.001242702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04017017,"threshold_uncertainty_score":0.07987267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2785121481853213,"score_gpt":0.4174445203195363,"score_spread":0.138932372134215,"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."}}