{"id":"W2307892693","doi":"","title":"Comparison of Community-Associated (CA) and Hospital-Associated (HA) Methicillin-Resistant Staphylococcus aureus (MRSA) in Canada: Results from CANWARD 2007","year":2008,"lang":"en","type":"article","venue":"46th Annual Meeting","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Staphylococcus aureus; Methicillin-resistant Staphylococcus aureus; Microbiology; Medicine; Staphylococcal infections; Biology; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"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"],"consensus_categories":[],"category_scores_codex":[0.001617718,0.0004786167,0.001582204,0.0001953002,0.0004925958,0.00001851256,0.0003669504,0.000327715,0.00002151814],"category_scores_gemma":[0.008143809,0.0004928126,0.0001363955,0.000801954,0.0003955423,0.0001196849,0.0002099385,0.00171841,0.000003771976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001592909,"about_ca_system_score_gemma":0.0021696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9313706,"about_ca_topic_score_gemma":0.9449791,"domain_scores_codex":[0.9950525,0.0008707417,0.001680861,0.000488363,0.0009711114,0.0009364949],"domain_scores_gemma":[0.994669,0.00237955,0.0010992,0.0006374161,0.0008318849,0.000382972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001898908,0.00115108,0.8986564,0.000166082,0.0004759638,0.0004595532,0.01906746,0.0003491236,0.04330669,0.00001112264,0.03403696,0.0004206092],"study_design_scores_gemma":[0.005880002,0.0006528685,0.9541454,0.00164091,0.0001829077,7.091e-7,0.02168893,0.0004509347,0.01321949,0.00003731913,0.001453551,0.00064696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913676,0.001331858,0.000008257802,0.0008161893,0.0002819896,0.0006720921,0.003590988,0.00007523479,0.00185578],"genre_scores_gemma":[0.9981669,0.0001459097,0.000526295,0.0004017782,0.00006865871,0.00001332168,0.0004746167,0.00006605461,0.000136468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05548898,"threshold_uncertainty_score":0.9997523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03081288541351302,"score_gpt":0.289936935785403,"score_spread":0.25912405037189,"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."}}