{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001063853,0.0006343396,0.002566565,0.002017784,0.0000693715,0.00003085821,0.0004585402,0.0004679708,0.00072919],"category_scores_gemma":[0.00007875061,0.0004709881,0.00223282,0.002445494,0.0001555305,0.00003301445,0.00007192097,0.0004644774,0.0004239399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002629266,"about_ca_system_score_gemma":0.001112491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004783469,"about_ca_topic_score_gemma":0.00006631226,"domain_scores_codex":[0.9945157,0.001408341,0.002040338,0.0008998315,0.0006133216,0.0005224602],"domain_scores_gemma":[0.996938,0.0002656688,0.0009357444,0.001415308,0.000313567,0.0001316917],"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":[0.00006990569,0.003558342,0.001420495,0.7886338,0.000841551,0.00001213207,0.00006239862,1.545218e-7,1.372709e-7,0.001269312,0.001383271,0.2027485],"study_design_scores_gemma":[0.001438808,0.001157554,0.00004360012,0.8467429,0.005878795,0.00003372117,0.00002671746,0.000001137583,0.000001515242,0.00004800011,0.1443364,0.0002908775],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001515687,0.9913771,0.00003783074,0.00003813883,0.003617708,0.003665233,0.0002065645,0.00008819792,0.0008176884],"genre_scores_gemma":[0.0001395889,0.9959816,0.0007909174,0.00001212178,0.0002197325,0.001119058,0.0008278677,0.0001471414,0.0007619872],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2024576,"threshold_uncertainty_score":0.9997742,"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."}}