{"id":"W7160110016","doi":"10.5281/zenodo.14882778","title":"Особливості післяопераційного перебігу у хворих з флегмонами шиї в залежності від здатності мікроорганізмів формувати біоплівки","year":2023,"lang":"uk","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Klebsiella pneumoniae; Candida albicans; Staphylococcus aureus; Klebsiella; Klebsiella infections","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006494085,0.0008913832,0.0006941162,0.003187695,0.005343307,0.01523488,0.001734577,0.003601347,0.06097581],"category_scores_gemma":[0.0151834,0.0009837038,0.001182899,0.003111966,0.008438557,0.009592367,0.00579132,0.004497457,0.02531162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006495992,"about_ca_system_score_gemma":0.01438451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01264105,"about_ca_topic_score_gemma":0.01829496,"domain_scores_codex":[0.9910998,0.002461914,0.0005925872,0.001184724,0.003760464,0.0009004949],"domain_scores_gemma":[0.992137,0.002240818,0.0007223954,0.0009869677,0.002885165,0.001027625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001349995,0.0001313378,0.006022965,0.001187858,0.00006853209,0.0007836365,0.01202486,0.0008600504,0.00231726,0.7053985,0.1079952,0.1630748],"study_design_scores_gemma":[0.00001829855,0.00003890259,0.003238652,0.0008901754,0.00004257669,0.0004163737,0.006002507,0.0004022342,0.001461061,0.1062087,0.8812116,0.00006883543],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01550373,0.01610484,0.042751,0.04983899,0.003244756,0.0003410265,0.001485432,0.0006948076,0.8700354],"genre_scores_gemma":[0.5068896,0.03391001,0.08131423,0.01249745,0.002081363,0.00123641,0.002251262,0.001800652,0.3580189],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06097581,"threshold_uncertainty_score":0.2039844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06655717901728761,"score_gpt":0.3020991601518673,"score_spread":0.2355419811345797,"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."}}