{"id":"W2323573129","doi":"10.1556/2006.5.2016.006","title":"Examining personalized feedback interventions for gambling disorders: A systematic review","year":2016,"lang":"en","type":"review","venue":"Journal of Behavioral Addictions","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Psychological intervention; Intervention (counseling); Psychology; Gambling disorder; Clinical psychology; Excessive alcohol consumption; Alcohol consumption; Addiction; Psychiatry; Alcohol","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009493825,0.0006020131,0.003954099,0.0008096889,0.0002625253,0.0000855178,0.0005452482,0.0003573136,0.001580734],"category_scores_gemma":[0.0001390857,0.0003932656,0.004716592,0.0004655216,0.00009976522,0.0002265723,0.00005350228,0.0006002735,0.0002421322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000370542,"about_ca_system_score_gemma":0.0001990232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001157032,"about_ca_topic_score_gemma":0.000009628349,"domain_scores_codex":[0.9951057,0.0005399459,0.003078861,0.000407135,0.0004088016,0.0004595233],"domain_scores_gemma":[0.9947183,0.0004853411,0.003559116,0.0005899286,0.0004012083,0.0002461744],"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":[0.00002024591,0.002047078,0.00003101419,0.75204,0.001942236,0.0000672865,0.0002964995,3.294297e-8,3.062297e-7,0.0001624136,0.007294144,0.2360988],"study_design_scores_gemma":[0.0009861522,0.0007209514,0.00001202583,0.7827887,0.04599453,0.0008150928,0.0002599081,3.954633e-8,2.679334e-8,0.00001660592,0.1680917,0.0003142536],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001592194,0.9923185,0.001311561,0.00003671114,0.002456457,0.002999468,0.0006938163,0.00005426331,0.0001133288],"genre_scores_gemma":[0.00005071962,0.9920475,0.0005386071,0.00001679021,0.0002827267,0.001762434,0.000122783,0.00012933,0.005049068],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2357845,"threshold_uncertainty_score":0.9998519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4425398736302088,"score_gpt":0.5277194778344472,"score_spread":0.08517960420423837,"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."}}