{"id":"W4376872911","doi":"10.1007/s10787-023-01221-0","title":"Rheumatoid arthritis","year":2023,"lang":"en","type":"article","venue":"Inflammopharmacology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Rheumatoid arthritis; Medicine; Rheumatology; Arthritis; Disease; Juvenile rheumatoid arthritis; Christian ministry; AKA; Dermatology; Internal medicine; Theology; Philosophy; Library science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002772223,0.0001308733,0.0002900294,0.000306357,0.0001282489,0.00002051542,0.0001068266,0.0000884584,0.002509841],"category_scores_gemma":[0.0001158571,0.0001237402,0.0001005088,0.0004796055,0.000189262,0.00009059656,0.00008351688,0.0002580335,0.00661728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002913818,"about_ca_system_score_gemma":0.0001330639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001962842,"about_ca_topic_score_gemma":0.00001310957,"domain_scores_codex":[0.9986119,0.00006903072,0.0002640778,0.0002388385,0.000248328,0.000567864],"domain_scores_gemma":[0.9992942,0.0001262296,0.00003704336,0.0001867813,0.00009204083,0.0002637609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009245291,0.0001899365,0.03122142,0.00005813533,0.0004450418,0.005144265,0.0006843506,0.00003100663,0.3486702,0.004562016,0.206459,0.4016101],"study_design_scores_gemma":[0.007516844,0.000459775,0.03643313,0.0001071621,0.000002376657,0.0009397831,0.00014293,0.0006571639,0.03349903,0.001679314,0.9183156,0.0002468984],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982219,0.003800925,0.000009725569,0.004373403,0.0004743164,0.000348044,0.000008204996,0.0006356662,0.0081307],"genre_scores_gemma":[0.8970829,0.1008199,0.00009063676,0.0006694279,0.000144583,0.0001230117,0.00003379934,0.00002958033,0.001006109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7118566,"threshold_uncertainty_score":0.998402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01986273043164735,"score_gpt":0.3195418714138746,"score_spread":0.2996791409822273,"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."}}