{"id":"W3171021050","doi":"10.3917/espri.2106.0057","title":"An epidemic of fatigue","year":2021,"lang":"fr","type":"article","venue":"Esprit","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; British Columbia Centre on Substance Use","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Political science; Coronavirus disease 2019 (COVID-19); Art; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003780388,0.0001551718,0.0005071135,0.00005579439,0.0002944792,0.00001290853,0.0001785463,0.000643498,0.01109842],"category_scores_gemma":[0.002782386,0.0001637143,0.0000960312,0.0003385304,0.00007713616,0.000405927,0.00007139435,0.001129972,0.0009019406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000912,"about_ca_system_score_gemma":0.001739668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006949962,"about_ca_topic_score_gemma":0.002535708,"domain_scores_codex":[0.9891174,0.008664635,0.001048064,0.0003418408,0.0002551467,0.0005729557],"domain_scores_gemma":[0.9949231,0.002894676,0.0005384398,0.0007349605,0.0005081947,0.000400673],"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":[0.00009510722,0.0008912982,0.1075322,0.01530418,0.0001990086,0.0003706737,0.04126262,0.00004383974,0.006673539,0.2871993,0.1548492,0.3855791],"study_design_scores_gemma":[0.0003230724,0.0001278787,0.01362436,0.001561398,0.00003295198,0.00001969015,0.007158509,0.0001831137,0.0005505931,0.001044932,0.9752206,0.0001529492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2385371,0.1508794,0.002433843,0.4616952,0.02136842,0.001184332,0.0004207274,0.0001174105,0.1233636],"genre_scores_gemma":[0.940223,0.003088945,0.004770149,0.002876497,0.001998524,0.00002566127,0.00003708041,0.00004552865,0.04693465],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8203714,"threshold_uncertainty_score":0.999876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2696335034569987,"score_gpt":0.5515024905308549,"score_spread":0.2818689870738562,"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."}}