{"id":"W4398252712","doi":"10.1186/s12888-024-05843-8","title":"Treatment of harmful gambling: a scoping review of United Kingdom-based intervention research","year":2024,"lang":"en","type":"review","venue":"BMC Psychiatry","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"GambleAware","keywords":"PsycINFO; Scopus; Psychological intervention; Intervention (counseling); Harm; MEDLINE; Psychology; Psychiatry; Public health; Research design; Inclusion (mineral); Medicine; Clinical psychology; Nursing; Social psychology","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":[0.01389596,0.001570023,0.00646847,0.01930919,0.001195166,0.003843369,0.002450842,0.002756555,0.005199071],"category_scores_gemma":[0.05506212,0.001310575,0.005258271,0.0185004,0.001223644,0.002512687,0.002993922,0.001562811,0.0005590871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006054985,"about_ca_system_score_gemma":0.01994786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01378485,"about_ca_topic_score_gemma":0.03455028,"domain_scores_codex":[0.9889258,0.004007826,0.004103238,0.0006249665,0.001954081,0.0003840893],"domain_scores_gemma":[0.9640682,0.02649211,0.004953996,0.0006176617,0.003489053,0.0003790164],"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":[0.0001166224,0.00002603413,0.0003115626,0.8813738,0.001617168,0.0001003647,0.0005397085,0.000101401,0.0001605718,0.0004899007,0.00267511,0.1124877],"study_design_scores_gemma":[0.00004010991,0.00006907799,0.001095725,0.970893,0.006369865,0.0001896552,0.0002837336,0.00003497068,0.00008125648,0.0001661999,0.02076474,0.00001167123],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003138446,0.9986979,0.0001011828,0.0001892686,0.0001051946,0.000188507,0.00009513894,0.000006602943,0.0003024712],"genre_scores_gemma":[0.003471899,0.9954311,0.0003653518,0.0002163478,0.00003106064,0.0003053286,0.00010698,0.000003932405,0.00006811945],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01930919,"threshold_uncertainty_score":0.07348973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6577175877621985,"score_gpt":0.6222768495576505,"score_spread":0.03544073820454796,"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."}}