{"id":"W4295226272","doi":"10.3917/spub.220.0006a","title":"Évolution de l’activité des médecins généralistes face à la COVID-19 : étude observationnelle","year":2022,"lang":"fr","type":"article","venue":"Santé Publique","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Humanities; Political science; Philosophy; Virology; Medicine; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00542114,0.0004291293,0.0005700027,0.002526303,0.002734799,0.005680725,0.001504008,0.004006693,0.013696],"category_scores_gemma":[0.02828009,0.000471874,0.0008301621,0.00258219,0.002363259,0.002894006,0.003947115,0.004671249,0.001615437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007618279,"about_ca_system_score_gemma":0.009179358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09858355,"about_ca_topic_score_gemma":0.0977029,"domain_scores_codex":[0.9924203,0.002501153,0.0003466995,0.0009225875,0.001353528,0.002455716],"domain_scores_gemma":[0.9697872,0.01354233,0.006230667,0.0006859315,0.004183484,0.00557041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000946906,0.0009534566,0.8147252,0.0005684205,0.000281934,0.001527309,0.07377926,0.0005579432,0.001052715,0.005129055,0.008732334,0.09174558],"study_design_scores_gemma":[0.00004949053,0.0004409081,0.9047375,0.0005873918,0.00006482697,0.0008890189,0.05772945,0.000400945,0.0002397074,0.0006441984,0.03416287,0.00005381176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665433,0.002874675,0.0007023464,0.009723173,0.0002394662,0.0001008095,0.001134107,0.0000335794,0.01864856],"genre_scores_gemma":[0.9896695,0.001491053,0.0005412124,0.001113067,0.0002978294,0.0001386141,0.0004358845,0.00002774293,0.006285168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09858355,"threshold_uncertainty_score":0.1960195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.163654986092798,"score_gpt":0.447521758309371,"score_spread":0.283866772216573,"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."}}