{"id":"W4387521359","doi":"10.1016/j.rhum.2023.10.003","title":"Comment le COVID continue-t-il de transformer notre pratique ?","year":2023,"lang":"fr","type":"article","venue":"Revue du Rhumatisme","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Pandemic; Immunology; Infectious disease (medical specialty); Internal medicine; Outbreak; Disease","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":[0.001831181,0.0005337193,0.0009910061,0.0002686836,0.0003166059,0.0001239335,0.0004160583,0.0005092769,0.001036355],"category_scores_gemma":[0.001595534,0.0005807257,0.0003724169,0.0005996058,0.0003742117,0.0003781259,0.00008303025,0.0007390747,0.002906043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009816861,"about_ca_system_score_gemma":0.001472531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001064856,"about_ca_topic_score_gemma":0.0003322762,"domain_scores_codex":[0.9961789,0.0006192271,0.0008481584,0.0006013297,0.0004451653,0.001307262],"domain_scores_gemma":[0.9958068,0.002127897,0.0002587692,0.0007893677,0.0001257778,0.0008913931],"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":[0.0003531817,0.001093608,0.01479039,0.02630192,0.0009130565,0.005652375,0.03520377,0.0004116148,0.01104422,0.1352591,0.6977262,0.07125061],"study_design_scores_gemma":[0.007280669,0.0009411418,0.01609657,0.007034444,0.0005874564,0.000665869,0.0008589314,0.007658944,0.003909794,0.004201082,0.9498976,0.0008674534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06254453,0.007032366,0.01531613,0.8995119,0.00296041,0.003447046,0.0004373939,0.0007236414,0.008026561],"genre_scores_gemma":[0.9040245,0.007396834,0.003933541,0.04308045,0.003318321,0.0006783505,0.000721669,0.0003274266,0.03651892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8564315,"threshold_uncertainty_score":0.9998769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667363375552059,"score_gpt":0.2912605863571346,"score_spread":0.274586952601614,"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."}}