{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007896623,0.0002883435,0.0009860744,0.0003694555,0.0001510882,0.00004200261,0.0001866539,0.00009609919,0.00001480581],"category_scores_gemma":[0.0002924181,0.000199513,0.0001543085,0.0002121096,0.0002062822,0.0001794043,0.00009166385,0.0003301182,0.000003253652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008740406,"about_ca_system_score_gemma":0.00004688886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001184489,"about_ca_topic_score_gemma":0.000138933,"domain_scores_codex":[0.997741,0.0001695996,0.0008779214,0.0002875268,0.000624374,0.0002995445],"domain_scores_gemma":[0.9976811,0.0002388049,0.0008262895,0.0001908111,0.0009104129,0.0001525821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002835206,0.001615479,0.914218,0.00001540269,0.002418538,0.00009264479,0.08045371,0.000009390098,0.00001613135,0.00003549498,0.0002307988,0.0006108895],"study_design_scores_gemma":[0.005443813,0.001870453,0.8730502,0.00006753395,0.0005563457,0.00003380505,0.1181993,0.000002008374,0.00001881773,0.0005965712,0.000008720439,0.0001523884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940835,0.00337673,0.00003190475,0.000116815,0.001708704,0.0003317957,0.000004400462,0.00002196456,0.0003242154],"genre_scores_gemma":[0.9989512,0.0001323956,0.0003285632,0.00001665568,0.0002364182,0.00001319876,3.690299e-7,0.00002518472,0.0002960208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04116779,"threshold_uncertainty_score":0.8135905,"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."}}