{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001621732,0.001786315,0.002068628,0.001796303,0.001054179,0.0001420162,0.001144726,0.001366903,0.001288462],"category_scores_gemma":[0.001106119,0.00223421,0.0004020325,0.0032108,0.0002148529,0.001197751,0.0003922808,0.004286693,0.0006281767],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01310894,"about_ca_system_score_gemma":0.001658581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8829406,"about_ca_topic_score_gemma":0.9972814,"domain_scores_codex":[0.9899183,0.001041095,0.002797497,0.002537177,0.001538093,0.002167821],"domain_scores_gemma":[0.9951974,0.0003198213,0.001245064,0.00193019,0.0006278174,0.0006796842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.06344596,0.1363252,0.05639577,0.06982756,0.01006968,0.1415063,0.001186622,0.001450424,0.3465472,0.09304252,0.009858726,0.07034402],"study_design_scores_gemma":[0.008641382,0.001407464,0.3713089,0.01018494,0.0008722281,0.00007807132,0.001420259,0.00003700429,0.01819612,0.0008156477,0.5832196,0.003818362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.886312,0.0006262751,1.097136e-7,0.000222525,0.004150297,0.002691411,0.0006989246,0.0001626931,0.1051358],"genre_scores_gemma":[0.9054888,0.0006861908,0.0005959459,0.0009487804,0.000262745,0.0003782282,0.00148207,0.00039805,0.08975919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5733609,"threshold_uncertainty_score":0.9999295,"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."}}