{"id":"W4245797207","doi":"10.1097/00003246-200203000-00051","title":"Nosocomial Pneumonia","year":2002,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Pneumonia; Intensive care medicine; Internal medicine","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":[0.0007187976,0.0003303139,0.0004042223,0.0008489382,0.0008410431,0.0009221687,0.0003208744,0.0004214922,0.01881788],"category_scores_gemma":[0.003077774,0.00009436592,0.0005056896,0.001041427,0.0002160063,0.0003411704,0.0008854792,0.0007592475,0.002720007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006626899,"about_ca_system_score_gemma":0.001375188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002782872,"about_ca_topic_score_gemma":0.00300443,"domain_scores_codex":[0.9986128,0.0003372736,0.0001813061,0.00008559199,0.0004784722,0.0003046002],"domain_scores_gemma":[0.9983735,0.0002300791,0.0004342111,0.0001766943,0.0004147811,0.0003707719],"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":[0.0004573924,0.000747841,0.5717082,0.001372595,0.0002092049,0.007140224,0.0007596381,0.0001143853,0.002547675,0.005308864,0.0468235,0.3628104],"study_design_scores_gemma":[0.00005632338,0.0006557988,0.748632,0.001001345,0.0001728127,0.02706896,0.001120647,0.0002698416,0.001574021,0.002430561,0.2169911,0.00002659637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.340772,0.04621512,0.003505676,0.005700952,0.001747289,0.000908011,0.005018185,0.0003211565,0.5958115],"genre_scores_gemma":[0.9425689,0.01499173,0.001870811,0.003733001,0.001301333,0.0002285647,0.003181015,0.00003386345,0.03209063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01881788,"threshold_uncertainty_score":0.06295204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0447949605019478,"score_gpt":0.3543588468526283,"score_spread":0.3095638863506804,"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."}}