{"id":"W1978224403","doi":"10.1016/j.ajic.2014.09.001","title":"Ventilator associated pneumonia and endotracheal tube repositioning: An underrated risk factor","year":2014,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Ventilator-associated pneumonia; Endotracheal tube; Pneumonia; Risk factor; Intensive care unit; Intensive care medicine; Intubation; Anesthesia; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006597353,0.0001657745,0.0005536971,0.0002731113,0.0002201215,0.00006534383,0.00003938849,0.00008170906,0.00006111962],"category_scores_gemma":[0.001080116,0.0001463994,0.0001742233,0.0003274173,0.0002024352,0.0002635821,0.000008334293,0.0006069285,0.000005933422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002272297,"about_ca_system_score_gemma":0.0001007409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003955486,"about_ca_topic_score_gemma":0.00004767465,"domain_scores_codex":[0.9982471,0.0005179987,0.000596042,0.0001747818,0.0002524306,0.0002116329],"domain_scores_gemma":[0.9975677,0.0002931617,0.001134798,0.0001720378,0.0005341014,0.0002982013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005718059,0.0005314194,0.8783239,0.000009225971,0.0007515234,0.00002206156,0.0002327303,0.000372826,0.06419751,0.00006958866,0.0001695133,0.05474796],"study_design_scores_gemma":[0.003990841,0.00677225,0.9816059,0.00007756561,0.0005151537,0.001391376,0.00006297106,0.001617522,0.002771286,0.0001299047,0.0008944903,0.0001706889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836422,0.00003359116,0.01490048,0.0003530891,0.0005133112,0.0001809298,0.000009798922,0.00007228978,0.0002943643],"genre_scores_gemma":[0.99873,0.00007500388,0.0002954435,0.0003888081,0.0004534025,0.000005675283,0.000003185593,0.00002753051,0.00002096677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1032821,"threshold_uncertainty_score":0.5969995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008634559682355594,"score_gpt":0.2753025969471927,"score_spread":0.2666680372648371,"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."}}