{"id":"W4292317230","doi":"10.1111/hex.13578","title":"Disrupting patterns of exclusion in participatory spaces: Involving people from vulnerable populations","year":2022,"lang":"en","type":"editorial","venue":"Health Expectations","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Geography; Sociology; Psychology; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02953552,0.000721372,0.0009363185,0.001628323,0.01535238,0.01747162,0.003759042,0.009626962,0.003022669],"category_scores_gemma":[0.06776758,0.0006073565,0.001023474,0.001799276,0.03719244,0.01234719,0.01355202,0.01534586,0.000641321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004594248,"about_ca_system_score_gemma":0.009233938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002856169,"about_ca_topic_score_gemma":0.007581003,"domain_scores_codex":[0.9387309,0.04430555,0.002558642,0.003200826,0.008840621,0.002363467],"domain_scores_gemma":[0.8858773,0.09787772,0.005012209,0.002314032,0.00553094,0.003387735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000853688,0.00004179847,0.001110367,0.003005354,0.00004739641,0.001842764,0.4765886,0.0001046859,0.0004513267,0.1271614,0.3063938,0.08316723],"study_design_scores_gemma":[0.00001240788,0.00006602937,0.0007317709,0.00421089,0.00002137417,0.001263068,0.06573354,0.00008674208,0.0002460264,0.02675917,0.9008034,0.00006541138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01185294,0.1272961,0.01253544,0.5780993,0.2298895,0.000177381,0.000080716,0.0001676011,0.03990115],"genre_scores_gemma":[0.3304998,0.1823434,0.01045313,0.2401335,0.2062053,0.001245228,0.000181937,0.001035888,0.02790182],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02953552,"threshold_uncertainty_score":0.1562006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2560904568478801,"score_gpt":0.4793376176981157,"score_spread":0.2232471608502355,"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."}}