{"id":"W1944151380","doi":"10.1007/s10899-015-9572-8","title":"Gender Differences Among Helpline Callers: Prospective Study of Gambling and Psychosocial Outcomes","year":2015,"lang":"en","type":"article","venue":"Journal of Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Ministry of Health, New Zealand","keywords":"Helpline; Psychology; Psychosocial; Clinical psychology; Prospective cohort study; Psychiatry; 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":[0.0004610329,0.0003331336,0.0003189621,0.0009215499,0.0008930066,0.0008105762,0.0004216388,0.001065309,0.003207405],"category_scores_gemma":[0.001762021,0.0003845303,0.0003907869,0.0008690432,0.0003988753,0.0006843396,0.0004505794,0.001195329,0.0006418347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003813457,"about_ca_system_score_gemma":0.000368758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01001993,"about_ca_topic_score_gemma":0.01989372,"domain_scores_codex":[0.9997118,0.00006842191,0.00001670982,0.00006421327,0.00004613426,0.00009278087],"domain_scores_gemma":[0.9984799,0.0001658484,0.0006822075,0.00008374183,0.00009671212,0.0004915966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002718846,0.0003529776,0.9980514,0.000003411641,0.00002777251,0.0001043788,0.0002707226,0.000009092817,0.0002061331,0.00002413608,0.00006626685,0.0006118643],"study_design_scores_gemma":[0.000004335839,0.0001113514,0.9992986,0.000002083895,0.000007966906,0.00006448664,0.0004027124,0.00002588491,0.00001561613,0.00001270732,0.00005155277,0.000002732379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993889,0.00007617797,0.00001588078,0.00002795728,0.000005826923,0.000005673711,0.0001369255,0.000001109998,0.0003415024],"genre_scores_gemma":[0.9992276,0.00005821532,0.00002725049,0.0000342545,0.000008039442,0.000007053017,0.000146483,0.000002126438,0.0004890172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01001993,"threshold_uncertainty_score":0.01992321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3108776148717417,"score_gpt":0.482884849971317,"score_spread":0.1720072350995753,"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."}}