{"id":"W6998543729","doi":"","title":"Antimicrobial resistance in urinary «Escherichia coli» in Quebec, Canada","year":2018,"lang":"it","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Department of Epidemiology, Biostatistics and Occupational Health, McGill University; Université de Montréal; McGill University","keywords":"Urinary system; Antibiotic resistance; Antimicrobial; Antibiotics; Drug resistance; Anti-Infective Agents","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004110779,0.0002612581,0.0002293177,0.001040724,0.002758812,0.001105521,0.0006812724,0.0006364456,0.007847702],"category_scores_gemma":[0.00141566,0.0002190618,0.000385611,0.002771882,0.0004648562,0.0003099807,0.0005088506,0.0008273969,0.0005832104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03693218,"about_ca_system_score_gemma":0.06815879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9985517,"about_ca_topic_score_gemma":0.9992236,"domain_scores_codex":[0.9993882,0.00005007198,0.00004013522,0.00006560088,0.0001690007,0.0002868595],"domain_scores_gemma":[0.9986331,0.00006520091,0.0001372786,0.00001453603,0.0006768397,0.0004729837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001281359,0.0002035038,0.8395142,0.0005391848,0.00008555692,0.0006262144,0.005092031,0.0004691389,0.0006914689,0.001095019,0.0592638,0.09229164],"study_design_scores_gemma":[0.000009870275,0.00002991124,0.9800498,0.000280312,0.00001814982,0.00007863805,0.00343752,0.0001722012,0.00007165485,0.00003468808,0.0158045,0.00001268505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8679918,0.02368509,0.0003917779,0.02490382,0.0004990654,0.0004022964,0.02263433,0.00008723135,0.05940459],"genre_scores_gemma":[0.940976,0.01255633,0.0006151489,0.002763182,0.00009178922,0.000114636,0.003544858,0.0000215944,0.0393164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03693218,"threshold_uncertainty_score":0.2679629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120338675650014,"score_gpt":0.2366196450775424,"score_spread":0.2254162583210423,"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."}}