{"id":"W2012421751","doi":"10.1164/rccm.201109-1589ed","title":"Pneumonia in the ICU: A Lethal or VAPid Complication?","year":2011,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pneumonia; Complication; Intensive care medicine; Ventilator-associated pneumonia; Emergency medicine; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001213418,0.0006484477,0.001145383,0.0006646817,0.002868187,0.002556216,0.0009631076,0.02982521,0.006314083],"category_scores_gemma":[0.01291568,0.0005258251,0.001074197,0.0006565702,0.001530462,0.003303826,0.001383926,0.01680096,0.002783654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002670977,"about_ca_system_score_gemma":0.00264951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00221502,"about_ca_topic_score_gemma":0.005647481,"domain_scores_codex":[0.9983239,0.0005641591,0.0002654469,0.0001502242,0.0003230034,0.0003733696],"domain_scores_gemma":[0.9969326,0.0009910429,0.0004946938,0.00008386594,0.000455034,0.001042691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004090658,0.0003030818,0.05639393,0.0003403112,0.0001013757,0.3201058,0.0008327139,0.0006358001,0.000969926,0.00943485,0.562566,0.04790714],"study_design_scores_gemma":[0.0005543286,0.0007951552,0.03910528,0.002806093,0.000228036,0.5131493,0.006177554,0.004402735,0.0009463563,0.0362661,0.395274,0.000295125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01224328,0.004842767,0.0004577067,0.9487201,0.01042492,0.00003417346,0.00006495822,0.00004539475,0.0231667],"genre_scores_gemma":[0.1443899,0.008488267,0.001156993,0.7265075,0.1076856,0.00008226898,0.0001229334,0.00004105456,0.0115254],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02982521,"threshold_uncertainty_score":0.02112269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05434523158821621,"score_gpt":0.3647416311587653,"score_spread":0.3103963995705492,"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."}}