{"id":"W4387937565","doi":"10.3389/fpsyt.2023.1277435","title":"The ongoing need for NHS gambling harms services in Wales: time to put words into action","year":2023,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"GambleAware; Gambling Research Exchange Ontario","keywords":"Action (physics); Psychology; Psychiatry; Medicine; Internet privacy; Public relations; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01123791,0.0008448489,0.001547414,0.001046433,0.008452602,0.01495278,0.002892902,0.0386663,0.06704021],"category_scores_gemma":[0.03259438,0.001051362,0.001871284,0.001091757,0.007462487,0.0129216,0.01149178,0.02738787,0.01353557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01052319,"about_ca_system_score_gemma":0.07134599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04468805,"about_ca_topic_score_gemma":0.1094655,"domain_scores_codex":[0.9910929,0.002344762,0.0006886554,0.0004706244,0.001858082,0.003544984],"domain_scores_gemma":[0.92769,0.0203964,0.003196522,0.001076674,0.007762989,0.03987743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001010888,0.00008297848,0.001097971,0.00124997,0.00004124809,0.0008726389,0.00293296,0.00008947693,0.0004126747,0.008160532,0.9440038,0.04095468],"study_design_scores_gemma":[0.0001563736,0.0002127652,0.01066942,0.006551094,0.00006978495,0.000866995,0.04765273,0.0002966948,0.0002322526,0.01955243,0.9135365,0.0002030058],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001406794,0.004337484,0.0001530506,0.9797911,0.01029556,0.00002933707,0.000125445,0.00004126535,0.003820017],"genre_scores_gemma":[0.04316229,0.02049043,0.003450372,0.8944089,0.01741684,0.0002859459,0.000455773,0.0001576045,0.02017188],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06704021,"threshold_uncertainty_score":0.2242718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1071567636439115,"score_gpt":0.4324803635750635,"score_spread":0.325323599931152,"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."}}