{"id":"W4241459696","doi":"10.21203/rs.2.11788/v1","title":"Effectiveness of an online self-management tool for people with rheumatoid arthritis: a research protocol","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Sunny Hill Health Centre for Children; Simon Fraser University; University of British Columbia; Research Canada","funders":"Arthritis Society","keywords":"Rheumatoid arthritis; Protocol (science); Self-management; Computer science; Medicine; Artificial intelligence; Alternative medicine; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04876046,0.002637483,0.005268254,0.004155224,0.006014065,0.002900821,0.003636515,0.004207459,0.03459349],"category_scores_gemma":[0.03443056,0.002862884,0.004387768,0.002852443,0.002657947,0.002760941,0.003177656,0.005691908,0.006136981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008075108,"about_ca_system_score_gemma":0.03849637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004873752,"about_ca_topic_score_gemma":0.006750267,"domain_scores_codex":[0.976226,0.01194256,0.005299232,0.001470322,0.002688704,0.002373228],"domain_scores_gemma":[0.9759646,0.0103323,0.002972572,0.002553637,0.005587902,0.002588969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2341173,0.3120773,0.008039501,0.04312447,0.001179819,0.0009683567,0.00952212,0.004672543,0.003233102,0.003763649,0.01963718,0.3596647],"study_design_scores_gemma":[0.575456,0.2883506,0.04150569,0.01440724,0.00159829,0.00019917,0.00904724,0.003453756,0.004821669,0.002971575,0.05761677,0.0005720145],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00749175,0.00004712295,0.0006454727,0.0000668196,0.00003471627,0.9904945,0.0005986953,0.00003094156,0.0005899949],"genre_scores_gemma":[0.002701434,0.00005798607,0.001502785,0.00003636744,0.000009559826,0.9954239,0.000098326,0.000002311207,0.0001672938],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04876046,"threshold_uncertainty_score":0.2578731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05527410087622771,"score_gpt":0.4289253289154129,"score_spread":0.3736512280391852,"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."}}