{"id":"W2947169687","doi":"10.1136/annrheumdis-2019-eular.5945","title":"AB0281 UTILIZATION OF SMART PHONE APPLICATION TO ASSESS THE DISEASE OUTCOMES IN RHEUMATOID ARTHRITIS: SMART- RA STUDY","year":2019,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Diverse Scientific Research Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of British Columbia","keywords":"Medicine; Rheumatoid arthritis; Quality of life (healthcare); Physical therapy; Checklist; Disease management; Disease; Internal medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001948362,0.0001952014,0.0005717511,0.0001960326,0.0003843194,0.00002572698,0.0008674694,0.00003660523,0.0003271952],"category_scores_gemma":[0.003176549,0.0001128487,0.0001776316,0.0008269996,0.0001861965,0.0002648161,0.0006993299,0.0001722444,0.0003684125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003858021,"about_ca_system_score_gemma":0.0003096446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005975822,"about_ca_topic_score_gemma":0.0003959599,"domain_scores_codex":[0.9959766,0.001157507,0.0009704898,0.0003548092,0.001089164,0.0004514776],"domain_scores_gemma":[0.9959971,0.001497035,0.0005245717,0.001306295,0.0004816654,0.0001933391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001885762,0.001245221,0.9768771,0.0005097628,0.00014031,6.214214e-7,0.004232358,0.0002331521,0.00002077582,0.0009321765,0.009412665,0.006207306],"study_design_scores_gemma":[0.0008858838,0.00006547476,0.9777046,0.001214567,0.00002136603,4.798162e-8,0.0173127,0.0004657824,0.0000336043,0.001672039,0.000504996,0.0001188852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894506,0.0006998196,0.00009061681,0.003196027,0.0005573764,0.005180943,0.0002415207,0.00003367391,0.0005493598],"genre_scores_gemma":[0.997017,0.0007468211,0.00001174863,0.0002989889,0.000007439486,0.0007163546,0.00001346925,0.00001878647,0.001169434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01308034,"threshold_uncertainty_score":0.473532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1687825457795928,"score_gpt":0.4585739710100736,"score_spread":0.2897914252304808,"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."}}