{"id":"W3164411024","doi":"10.1136/annrheumdis-2021-eular.2211","title":"POS0298 UNDERSERVED POPULATIONS IDENTIFY BARRIERS AND PROPOSE SOLUTIONS FOR SELF-MANAGING ARTHRITIS AND CHRONIC CONDITIONS","year":2021,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; Centre for Social Innovation; Vancouver Native Health Society; Research Canada; University of British Columbia","funders":"Australian Government","keywords":"Medicine; Ethnic group; Health equity; Gerontology; Nursing; Sociology; Public health","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":[0.003898115,0.0003247044,0.000422881,0.001020631,0.002821996,0.002845728,0.0009888625,0.001380841,0.03320399],"category_scores_gemma":[0.01244144,0.0002676594,0.0005618725,0.001252441,0.0006327752,0.002163851,0.003704957,0.001998832,0.003639014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249151,"about_ca_system_score_gemma":0.01113182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01298246,"about_ca_topic_score_gemma":0.03650637,"domain_scores_codex":[0.9979947,0.0007760387,0.0001257943,0.00009171187,0.0003491162,0.0006627816],"domain_scores_gemma":[0.9920081,0.001738364,0.0007552907,0.0002826393,0.00212076,0.003094751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000269216,0.001490813,0.5944474,0.0006789083,0.00007251999,0.0008319512,0.01233471,0.0002507904,0.0006541674,0.005202599,0.0769088,0.3068581],"study_design_scores_gemma":[0.0001937694,0.00123584,0.5508779,0.004521036,0.0002928438,0.001653281,0.2451301,0.001563629,0.0009663662,0.02079151,0.1726635,0.0001101727],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7418647,0.002455657,0.003886409,0.09855782,0.001305851,0.0007631424,0.003649331,0.000159308,0.1473577],"genre_scores_gemma":[0.9296393,0.003072447,0.01283387,0.02322916,0.0003348656,0.00101545,0.002307349,0.0001000079,0.02746748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03320399,"threshold_uncertainty_score":0.1110784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2629165232392052,"score_gpt":0.4487488154041465,"score_spread":0.1858322921649413,"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."}}