{"id":"W4394518424","doi":"10.6084/m9.figshare.13602782","title":"Increasing prevalence of hypervirulent ST5 methicillin susceptible <i>Staphylococcus aureus</i> subtype poses a serious clinical threat","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Staphylococcus aureus; Methicillin-resistant Staphylococcus aureus; Medicine; Microbiology; Biology; Genetics; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000431843,0.0002664426,0.0003135788,0.0006704438,0.0002665348,0.0007657048,0.0003186779,0.0006092431,0.002879271],"category_scores_gemma":[0.0007413112,0.0001119375,0.0003663899,0.0006599079,0.0003327042,0.0003906687,0.000348748,0.0004839358,0.0004766669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000432386,"about_ca_system_score_gemma":0.0004916907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005834468,"about_ca_topic_score_gemma":0.005912226,"domain_scores_codex":[0.9994855,0.00007763145,0.00005077536,0.0001250893,0.0001610223,0.0001000746],"domain_scores_gemma":[0.9991912,0.00006311827,0.0004083783,0.00003504114,0.0001686845,0.0001335923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003389911,0.00007384204,0.8179498,0.00063434,0.0001473305,0.002974618,0.0006853943,0.0003520077,0.09580836,0.0008848814,0.00489719,0.07525327],"study_design_scores_gemma":[0.00001145361,0.0003143249,0.962984,0.0002033778,0.000112383,0.007002921,0.001545771,0.0008152051,0.008302397,0.0004516157,0.01822671,0.00002998764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9825546,0.01030374,0.001207914,0.001286278,0.00007902941,0.00002542351,0.0006727311,0.00007273882,0.003797616],"genre_scores_gemma":[0.9906381,0.005687576,0.0008830487,0.0006598426,0.0001072054,0.00000981774,0.0009614837,0.00001258737,0.0010403],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.005834468,"threshold_uncertainty_score":0.01160097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06245928510803575,"score_gpt":0.3511432168593931,"score_spread":0.2886839317513573,"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."}}