{"id":"W4283834702","doi":"10.3917/ems.cheva.2022.02.0242","title":"La recherche qualitative","year":2022,"lang":"fr","type":"preprint","venue":"EMS Editions eBooks","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity","insufficient_payload"],"category_scores_codex":[0.04666586,0.0006408945,0.0009906249,0.0003390286,0.003337295,0.00009439093,0.000718078,0.003861227,0.03145627],"category_scores_gemma":[0.01372702,0.0006899523,0.0004185253,0.000241837,0.0004567682,0.000192367,0.001233482,0.02408634,0.002664961],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002834852,"about_ca_system_score_gemma":0.007222078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01203515,"about_ca_topic_score_gemma":0.001968796,"domain_scores_codex":[0.8444824,0.1508204,0.00182941,0.001010996,0.0008031122,0.001053743],"domain_scores_gemma":[0.9086428,0.08725444,0.001571168,0.001330601,0.0005680931,0.0006329227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004837194,0.0001528515,0.00002864594,0.001939219,0.0002248991,0.00006834854,0.4377163,0.0000120308,0.00001883426,0.271272,0.269767,0.01875147],"study_design_scores_gemma":[0.0003295736,0.0001269875,0.0002175104,0.001119772,0.00009198446,0.00002319611,0.2211067,0.00001429595,0.000002673535,0.07496081,0.7015585,0.0004479864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004586986,0.00158599,0.00190342,0.04631035,0.02909931,0.003166041,0.004147802,0.0003610572,0.908839],"genre_scores_gemma":[0.07377981,0.0007515436,0.03279819,0.004508732,0.01681945,0.01037974,0.001619603,0.0003342695,0.8590087],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4317915,"threshold_uncertainty_score":0.9995552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7694844415067459,"score_gpt":0.6534502569432658,"score_spread":0.1160341845634801,"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."}}