{"id":"W4392474964","doi":"","title":"Class 3 integrons : machanistical and epidemiological aspects","year":2016,"lang":"fr","type":"preprint","venue":"theses.fr (ABES)","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie; Institut National de la Santé et de la Recherche Médicale","keywords":"Class (philosophy); Epidemiology; Computational biology; Biology; Medicine; Computer science; Artificial intelligence; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00136301,0.0006079507,0.0007678996,0.001969976,0.0009870487,0.002744,0.0008816183,0.001923633,0.01764412],"category_scores_gemma":[0.004829919,0.0002066957,0.0009315592,0.000925105,0.002196593,0.002314487,0.001292646,0.002122408,0.0009750479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362165,"about_ca_system_score_gemma":0.0006734382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002867857,"about_ca_topic_score_gemma":0.00148465,"domain_scores_codex":[0.9994586,0.0001420641,0.00002232295,0.0001154125,0.0001391307,0.0001225306],"domain_scores_gemma":[0.9971806,0.0009524018,0.000690951,0.0002857688,0.0003474394,0.000542804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005150991,0.00005007924,0.004469134,0.00007277646,0.0000386975,0.0002688381,0.00017255,0.002085116,0.001259823,0.9694932,0.005157571,0.01688072],"study_design_scores_gemma":[0.00003157933,0.00004464094,0.004472123,0.00004249042,0.00002049065,0.00071291,0.0001180041,0.03136126,0.0003461212,0.9522195,0.01060565,0.00002524107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4485217,0.01072338,0.3250796,0.03312051,0.002504114,0.0001255474,0.001835698,0.0005698231,0.1775196],"genre_scores_gemma":[0.9329492,0.003797852,0.01336674,0.001569682,0.003331248,0.00007381832,0.0005775648,0.0001615377,0.0441724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01764412,"threshold_uncertainty_score":0.05902541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04669101571336741,"score_gpt":0.3199413869009399,"score_spread":0.2732503711875724,"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."}}