{"id":"W2744206954","doi":"10.7326/acpjc-2000-133-3-093","title":"Invasive diagnosis for ventilator-associated pneumonia reduced 14-day mortality and antibiotic use","year":2000,"lang":"en","type":"article","venue":"ACP Journal Club","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Columbian Hospital","funders":"","keywords":"Medicine; Pneumonia; Randomized controlled trial; Ventilator-associated pneumonia; Antibiotics; Internal medicine; Intensive care medicine; Emergency 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":[0.001052249,0.0006787152,0.001847563,0.0003755553,0.0002176629,0.0009758929,0.0005062577,0.001477299,0.007376974],"category_scores_gemma":[0.007442523,0.0003399793,0.002398178,0.0002876598,0.0004431031,0.0005835782,0.0005633751,0.002183429,0.0004251431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002983726,"about_ca_system_score_gemma":0.0007977328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001142427,"about_ca_topic_score_gemma":0.001329116,"domain_scores_codex":[0.99937,0.0002930249,0.0000533258,0.0001011792,0.00008768702,0.00009468108],"domain_scores_gemma":[0.9970457,0.001678606,0.0004560215,0.0001161525,0.0001312199,0.0005722816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8254703,0.0132656,0.03474012,0.003736776,0.008312268,0.0001336076,0.0001774721,0.0005507245,0.002777911,0.0003899204,0.008204184,0.1022411],"study_design_scores_gemma":[0.3639781,0.1479682,0.4594778,0.001750935,0.0164954,0.0002964958,0.0002278193,0.001895015,0.001656525,0.001176449,0.004981549,0.00009568013],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616659,0.02592853,0.0003155653,0.002843465,0.001337866,0.0004758355,0.001716677,0.00007658408,0.005639532],"genre_scores_gemma":[0.9902402,0.004649504,0.0004403999,0.001075322,0.0009456942,0.0002562283,0.0007475597,0.00001307817,0.001631968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007376974,"threshold_uncertainty_score":0.02467841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06489302285545837,"score_gpt":0.34116441659203,"score_spread":0.2762713937365716,"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."}}