{"id":"W3107419590","doi":"10.1016/j.rhum.2020.10.033","title":"Doit-on utiliser des bioDMARDS en première intention dans la polyarthrite rhumatoïde débutante ? : résultats à 5 ans de la cohorte UCLouvain, Bruxelles","year":2020,"lang":"fr","type":"article","venue":"Revue du Rhumatisme","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut du Savoir Montfort","funders":"","keywords":"Medicine; Gynecology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001641427,0.0007200319,0.00107112,0.0002597071,0.0005132802,0.0003788446,0.000541372,0.000577195,0.001690293],"category_scores_gemma":[0.002056404,0.0007379177,0.0004766136,0.000613953,0.001656726,0.0005132577,0.0002320613,0.001261415,0.0009260569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000422877,"about_ca_system_score_gemma":0.0004047546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005783997,"about_ca_topic_score_gemma":0.0002939181,"domain_scores_codex":[0.9939386,0.002016948,0.001020648,0.0008762171,0.0007271332,0.001420421],"domain_scores_gemma":[0.9963921,0.001278395,0.0002838307,0.0006081201,0.0002833195,0.001154267],"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":[0.002168351,0.001747445,0.1538752,0.005745226,0.001967332,0.007464213,0.1597039,0.0002336216,0.04364463,0.09622154,0.01787528,0.5093533],"study_design_scores_gemma":[0.01883521,0.005197835,0.2291761,0.05253353,0.0003670724,0.007912182,0.03051589,0.04335796,0.008881824,0.009382041,0.5908662,0.002974084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8663011,0.09490085,0.005179089,0.01120771,0.0006732993,0.001381718,0.0007183723,0.0003960626,0.01924175],"genre_scores_gemma":[0.8069914,0.1877934,0.001240801,0.0004152839,0.0006599777,0.00009206828,0.0001378774,0.0001585996,0.002510606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.572991,"threshold_uncertainty_score":0.9998518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440096760366687,"score_gpt":0.2695517294764587,"score_spread":0.2551507618727918,"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."}}