{"id":"W3120953924","doi":"","title":"Covid-19 et expertise sanitaire. Entretien avec Daniel Benamouzig","year":2020,"lang":"fr","type":"preprint","venue":"SPIRE (Sciences Po)","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Humanities; Political science; Virology; Medicine; Art; Infectious disease (medical specialty)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.009824349,0.0006752918,0.0006489262,0.002402719,0.002762188,0.005081847,0.0004908836,0.003300459,0.01440664],"category_scores_gemma":[0.02353539,0.0004503246,0.0003603057,0.002585064,0.002439894,0.00492025,0.002521873,0.007255191,0.005248826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005016626,"about_ca_system_score_gemma":0.005762066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03283591,"about_ca_topic_score_gemma":0.02913689,"domain_scores_codex":[0.9938392,0.002739924,0.0001677034,0.0008371338,0.001996429,0.0004195837],"domain_scores_gemma":[0.9822972,0.01193121,0.0005224767,0.000342182,0.002983292,0.001923537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003578009,0.00002428217,0.0009115943,0.0001163404,0.00001341462,0.0000995712,0.001838613,0.0001185203,0.00008393641,0.06415024,0.9032562,0.02935163],"study_design_scores_gemma":[0.0000144201,0.00001176847,0.001603844,0.000604328,0.000004970192,0.0001672911,0.001219112,0.000227059,0.0001298019,0.01904597,0.9769424,0.00002897353],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001276901,0.08626415,0.001668964,0.879311,0.01068559,0.00001461907,0.0003636256,0.00008606422,0.02032899],"genre_scores_gemma":[0.1329784,0.2348277,0.01098704,0.2794831,0.04859552,0.0002104883,0.001504537,0.001301539,0.2901118],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9972378,"threshold_uncertainty_score":0.06528956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.226155176917383,"score_gpt":0.5010764814562962,"score_spread":0.2749213045389132,"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."}}