{"id":"W4413818601","doi":"10.58931/crt.2025.2265","title":"What Can We Tell Our Patients About Rheumatoid Arthritis Risk?","year":2025,"lang":"en","type":"article","venue":"Canadian rheumatology today.","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Rheumatoid arthritis; Medicine; Internal medicine; Intensive care medicine","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":[0.002409528,0.0005956554,0.001645316,0.001130342,0.004600921,0.003501987,0.00127084,0.009114046,0.01317934],"category_scores_gemma":[0.02654,0.0004061385,0.0007653532,0.0008135557,0.001650299,0.00575305,0.001158658,0.009021384,0.00610613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002338473,"about_ca_system_score_gemma":0.004296708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02665719,"about_ca_topic_score_gemma":0.04712908,"domain_scores_codex":[0.9982721,0.0007174744,0.0001699329,0.0001132913,0.0004608937,0.0002663549],"domain_scores_gemma":[0.9899375,0.003034284,0.000927255,0.0001816124,0.002703415,0.003215975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001984263,0.0002960808,0.01705828,0.00128475,0.000111751,0.002755025,0.003269712,0.00007307616,0.0001868845,0.001460984,0.8402574,0.1330477],"study_design_scores_gemma":[0.0004163089,0.0004901502,0.02273354,0.01070923,0.0003022528,0.01496167,0.03676362,0.0001896668,0.0001904773,0.0127675,0.9001459,0.0003297477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.006718957,0.06602182,0.0003357045,0.8942653,0.01253646,0.000108536,0.0002450619,0.0001029692,0.01966521],"genre_scores_gemma":[0.06664915,0.1550786,0.003088264,0.7282461,0.03037166,0.0004037853,0.0003429477,0.00007477922,0.01574472],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02665719,"threshold_uncertainty_score":0.05300409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00696132428452078,"score_gpt":0.2469003748172022,"score_spread":0.2399390505326814,"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."}}