{"id":"W2071285064","doi":"10.1503/cmaj.060480","title":"Public health implications of MRSA in Canada","year":2006,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"","keywords":"Methicillin-resistant Staphylococcus aureus; Medicine; Staphylococcus aureus; Public health; Staphylococcal infections; Intensive care medicine; Environmental health; Biology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001308895,0.0002124777,0.0007758964,0.0005663654,0.0001285655,0.00003601615,0.0003384081,0.0009522755,0.001798125],"category_scores_gemma":[0.0014815,0.0002154188,0.0001565051,0.0005830478,0.00005501397,0.0000518814,0.00001399698,0.004655365,0.00001769526],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0257341,"about_ca_system_score_gemma":0.1905196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753501,"about_ca_topic_score_gemma":0.9991139,"domain_scores_codex":[0.9953089,0.0002515759,0.001242048,0.0002356622,0.001894257,0.001067493],"domain_scores_gemma":[0.996307,0.0002785246,0.0009757263,0.0002391879,0.0007731618,0.001426429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[9.220092e-7,0.00001148706,0.1114048,0.00006102163,0.00005910295,0.0007827952,0.00001968257,6.173533e-7,0.000001745568,0.00001588569,0.8824121,0.005229844],"study_design_scores_gemma":[0.0004702364,0.00001931706,0.1340669,0.0002711579,0.00001478978,0.00009602897,0.00003588267,0.000004686677,9.622551e-7,0.00005511234,0.8648357,0.0001292664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005265489,0.0003955729,0.00003901668,0.9885573,0.000581682,0.0002547106,0.0004244419,0.000006339149,0.004475441],"genre_scores_gemma":[0.03713805,0.0001697005,0.0001139353,0.9572116,0.003525578,0.00001028896,0.0003769614,0.00004532169,0.001408543],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1647855,"threshold_uncertainty_score":0.9991144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024977515442737,"score_gpt":0.2526760251320577,"score_spread":0.2324262499776303,"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."}}