{"id":"W2123647258","doi":"","title":"The evolution of methicillin-resistant Staphylococcus aureus in Canadian hospitals: 5 years of national surveillance.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Methicillin-resistant Staphylococcus aureus; Staphylococcus aureus; Epidemiology; Staphylococcal Skin Infections; Typing; Pulsed-field gel electrophoresis; Staphylococcal infections; Internal medicine; Microbiology; Biology; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001719573,0.0003952284,0.0004021955,0.002059706,0.001847364,0.001100013,0.001198953,0.0006936878,0.0005947877],"category_scores_gemma":[0.003979498,0.0003270507,0.0005217203,0.004119557,0.0005450348,0.0007535945,0.0009229347,0.00057667,0.0001265894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02831266,"about_ca_system_score_gemma":0.02591915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9798439,"about_ca_topic_score_gemma":0.9812832,"domain_scores_codex":[0.9979664,0.00009808614,0.0001437484,0.0002269813,0.00103341,0.0005314318],"domain_scores_gemma":[0.9958969,0.0001152084,0.0008655418,0.00008884364,0.002468711,0.0005647555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006864776,0.00003494617,0.987353,0.00008579161,0.00004504362,0.0001046046,0.000575878,0.00009816013,0.0001953537,0.00003882691,0.001066797,0.0103329],"study_design_scores_gemma":[0.000002428285,0.00003421113,0.9983901,0.00002646964,0.00001773297,0.00008085377,0.000373804,0.0001842982,0.00004223511,0.00000586892,0.0008356295,0.000006452637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863489,0.003345083,0.000188831,0.0007512391,0.00002084444,0.00007076166,0.006991789,0.00003395861,0.002248656],"genre_scores_gemma":[0.9939493,0.001366743,0.0004702035,0.0001414487,0.00001187008,0.00002459345,0.003668386,0.000003457191,0.0003641466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02831266,"threshold_uncertainty_score":0.2054237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633776284811304,"score_gpt":0.253740319325794,"score_spread":0.2374025564776809,"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."}}