{"id":"W4361271662","doi":"10.2196/43230","title":"Digital Outcome Measurement to Improve Care for Patients With Immune-Mediated Inflammatory Diseases: Protocol for the IMID Registry","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Health care; Psoriatic arthritis; Disease; Pharmacy; Internal medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.08335935,0.001944174,0.003126442,0.004408698,0.003124184,0.003654822,0.002882673,0.002967213,0.04291765],"category_scores_gemma":[0.07984201,0.001578644,0.00353839,0.006202697,0.001574966,0.003289718,0.005108593,0.004652172,0.01211799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005265933,"about_ca_system_score_gemma":0.0213546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002208544,"about_ca_topic_score_gemma":0.00328128,"domain_scores_codex":[0.9193085,0.05094441,0.02015004,0.003344904,0.003894536,0.002357745],"domain_scores_gemma":[0.9154535,0.02982704,0.01300855,0.01377736,0.02348841,0.004445098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.03954759,0.01265823,0.04924881,0.03460079,0.001421908,0.001077516,0.006206767,0.007678297,0.002484991,0.02430422,0.4731331,0.3476379],"study_design_scores_gemma":[0.0537248,0.007367849,0.1280691,0.02251033,0.001145835,0.0006849414,0.003301052,0.01013594,0.004917698,0.01274041,0.7546327,0.0007693974],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007132035,0.0005693085,0.01817439,0.001980593,0.0003915473,0.9200724,0.04000736,0.0008504835,0.01082182],"genre_scores_gemma":[0.004453464,0.0002349392,0.01639511,0.0004565094,0.00008721996,0.9710097,0.006683995,0.00005262648,0.0006264118],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08335935,"threshold_uncertainty_score":0.4408516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1151467452568074,"score_gpt":0.4702669614764799,"score_spread":0.3551202162196725,"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."}}