{"id":"W3211102940","doi":"10.3899/jrheum.210614","title":"Functional Disability to Evaluate the Risk of Arthritis in First-degree Relatives of Patients With Rheumatoid Arthritis","year":2021,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health","funders":"","keywords":"Medicine; Rheumatoid arthritis; Internal medicine; Cohort; First-degree relatives; Context (archaeology); Synovitis; Arthritis; Family history; Population; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007668936,0.0004309429,0.0002986037,0.0008767153,0.000486999,0.0004060421,0.000328222,0.0004788018,0.00219753],"category_scores_gemma":[0.002371149,0.0001193876,0.0003780997,0.0005262736,0.0002076406,0.0003397187,0.0004223319,0.0003975141,0.0004405468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002151477,"about_ca_system_score_gemma":0.0001966745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00336161,"about_ca_topic_score_gemma":0.003800587,"domain_scores_codex":[0.9994823,0.0001748719,0.00006656323,0.0000833202,0.0001088924,0.00008401807],"domain_scores_gemma":[0.9987752,0.0001797552,0.0006316505,0.00004325931,0.0001496539,0.0002205246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001020043,0.00003877435,0.9982369,0.00001195958,0.00003618009,0.00009840781,0.00004226022,0.00003915516,0.0001626866,0.00000844505,0.0000897849,0.001133456],"study_design_scores_gemma":[0.000008550778,0.0002744723,0.9984294,0.000006231321,0.0000182395,0.0007063221,0.0001070754,0.0001428562,0.00007603011,0.00001525007,0.0002120394,0.000003477175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979825,0.0004023603,0.0001318731,0.00005182542,0.00001077221,0.00001866525,0.0005160602,0.000007194187,0.00087872],"genre_scores_gemma":[0.9991221,0.00007648868,0.0001478531,0.00001638494,0.00001265056,0.00001208321,0.0003173147,9.501456e-7,0.000294188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00336161,"threshold_uncertainty_score":0.007351458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844698304527646,"score_gpt":0.260888701164895,"score_spread":0.2424417181196185,"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."}}