{"id":"W2023941129","doi":"10.1108/17465729200700022","title":"The arts, well‐being and society","year":2007,"lang":"en","type":"article","venue":"Journal of Public Mental Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"The arts; CONTEST; Mainstream; Mental health; Duty; Sociology; Political science; Law; Psychology; Psychiatry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01444394,0.0001356944,0.0002742761,0.00008172509,0.003183686,0.00002541771,0.0001925198,0.00008900556,0.0001137292],"category_scores_gemma":[0.00003578276,0.00008443971,0.00010357,0.0001819698,0.00009302553,0.0002235355,0.0001040874,0.0008364621,0.00003368151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122517,"about_ca_system_score_gemma":0.001033765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001405158,"about_ca_topic_score_gemma":0.0003170057,"domain_scores_codex":[0.9962734,0.0004212705,0.001539757,0.0001316396,0.0006293352,0.00100457],"domain_scores_gemma":[0.9968587,0.0006396546,0.001229299,0.0001585043,0.0001648651,0.0009490155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004479732,0.0004431124,0.2446932,0.002789146,0.0001590212,0.00001186312,0.0513798,3.504296e-7,0.00009330016,0.05626108,0.3455577,0.2981635],"study_design_scores_gemma":[0.001934798,0.0009914865,0.02257416,0.0006419384,0.000006003789,0.00003762466,0.04849736,0.00005330963,0.00002587649,0.001350248,0.9237716,0.0001156264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9073065,0.006731085,0.001905006,0.04932573,0.00803169,0.001815207,0.00001740453,0.00003834844,0.02482906],"genre_scores_gemma":[0.9497589,0.007823657,0.002841613,0.03536847,0.001478907,0.00001155321,0.0000348039,0.00003341592,0.00264868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5782139,"threshold_uncertainty_score":0.998114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1914338477675795,"score_gpt":0.4594570088574761,"score_spread":0.2680231610898966,"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."}}