{"id":"W1505794998","doi":"","title":"Prevention of Problem Gambling: A Comprehensive Review of the Evidence","year":2008,"lang":"en","type":"review","venue":"Open ULeth Scholarship (OPUS) (University of Lethbridge)","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Courtesy; Publishing; Psychology; Sociology; Political science; Law","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":[0.001172973,0.0005756886,0.00307245,0.0003216729,0.0002799591,0.00002731604,0.003501553,0.0005413576,0.0006028723],"category_scores_gemma":[0.0001708281,0.0005084474,0.00167748,0.001323053,0.0005395365,0.0006194212,0.001153075,0.001132793,0.0001361573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001721816,"about_ca_system_score_gemma":0.0007197558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001083318,"about_ca_topic_score_gemma":0.00002295471,"domain_scores_codex":[0.994514,0.002309012,0.001082024,0.0008881623,0.0007949721,0.0004118405],"domain_scores_gemma":[0.9933664,0.0005088628,0.00326588,0.001942657,0.0007720629,0.0001442003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001662744,0.00141401,0.002411646,0.1221051,0.001676601,0.0001520412,0.001064748,5.609746e-7,0.00002750107,0.0006593841,0.006346204,0.8639759],"study_design_scores_gemma":[0.001255233,0.000384461,0.009526162,0.3683124,0.004389285,0.000219023,0.0001822134,1.106699e-7,0.00001962945,0.00005922826,0.6151057,0.0005465259],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001583486,0.9909943,0.00002222827,0.0001540189,0.0003620653,0.004211816,0.0001817404,0.00002233014,0.002467985],"genre_scores_gemma":[0.0007383158,0.9933901,0.001354831,0.00005892817,0.00002204324,0.00001503811,0.0000970817,0.00005634964,0.004267277],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8634294,"threshold_uncertainty_score":0.9997367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4251885446899019,"score_gpt":0.4705361217093987,"score_spread":0.04534757701949688,"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."}}