{"id":"W2607390263","doi":"10.1080/14459795.2017.1316415","title":"Gambling among culturally diverse older adults: a systematic review of qualitative and quantitative data","year":2017,"lang":"en","type":"review","venue":"International Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychology; Qualitative property; Qualitative research; Social psychology; Sociology; Computer science; Social science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001804929,0.0006870783,0.003876837,0.0003955881,0.0002252225,0.0000999226,0.00150436,0.0001999894,0.00005855508],"category_scores_gemma":[0.003961851,0.000475404,0.0004690406,0.0001749793,0.0004755081,0.0003989517,0.0009613108,0.0003875118,0.00008899174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001392702,"about_ca_system_score_gemma":0.00006728886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002449364,"about_ca_topic_score_gemma":0.00005176314,"domain_scores_codex":[0.9953761,0.0007745029,0.00180877,0.001041698,0.0006875252,0.0003114582],"domain_scores_gemma":[0.9927585,0.001648474,0.003074023,0.001341592,0.001098769,0.00007860536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000244694,0.0002411457,0.00007474064,0.9334157,0.01191516,0.0001192358,0.02581713,4.04021e-8,2.157087e-8,0.0009603496,0.0009395029,0.02649258],"study_design_scores_gemma":[0.0006500123,0.00008088437,0.00008050598,0.9657149,0.008114612,0.00004718611,0.01770832,0.000002514714,6.324155e-8,0.00002946845,0.007131096,0.0004404451],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001529739,0.9940351,0.00001835399,0.00005393515,0.001638145,0.002223001,0.001207067,0.00005108539,0.000620402],"genre_scores_gemma":[0.0004166894,0.9958271,0.0005090233,0.00003426085,0.00009749551,0.0005743827,0.0007932031,0.00005762857,0.001690175],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03229927,"threshold_uncertainty_score":0.9997697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6622112907300544,"score_gpt":0.6313094320657787,"score_spread":0.03090185866427564,"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."}}