{"id":"W1490881764","doi":"10.1002/lary.24241","title":"Delayed mobilization after microsurgical reconstruction: An independent risk factor for pneumonia","year":2013,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary","funders":"Health Research Board","keywords":"Medicine; Surgery; Incidence (geometry); Mobilization; Pneumonia; Complication; Risk factor; Free flap; Retrospective cohort study; Intensive care unit; Respiratory failure; 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":[0.0002735863,0.0002371441,0.0002266363,0.0002941876,0.0003070781,0.0004347062,0.0003264875,0.0004094685,0.003273764],"category_scores_gemma":[0.00187108,0.000218106,0.0003368043,0.0003564323,0.0002514202,0.0003179686,0.0003164146,0.0008428439,0.0001985307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001408067,"about_ca_system_score_gemma":0.0004218119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006207982,"about_ca_topic_score_gemma":0.0008401253,"domain_scores_codex":[0.9997943,0.0000371625,0.00002853388,0.00003747065,0.00004420688,0.00005841566],"domain_scores_gemma":[0.9978603,0.0004008039,0.001295966,0.00005834015,0.00007697162,0.0003076643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007643368,0.00004188508,0.9981676,0.00000985184,0.00001428426,0.0003369776,0.00001553822,0.0000255274,0.000258961,0.000006157603,0.00004381965,0.00100281],"study_design_scores_gemma":[0.000008639153,0.0002307819,0.9945821,0.00002085841,0.00002819347,0.004399112,0.0001674673,0.0002609442,0.0001449012,0.00002054308,0.0001322649,0.000004187677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999276,0.0003959994,0.00008124512,0.00004270124,0.00000663306,0.000003982993,0.00003225143,0.000002368733,0.000158743],"genre_scores_gemma":[0.9996067,0.0001522403,0.00008794255,0.00001632108,0.0000132237,0.000003789708,0.00004561012,0.000001286278,0.00007293517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003273764,"threshold_uncertainty_score":0.01095182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088200414809272,"score_gpt":0.2568168787953616,"score_spread":0.2459348746472689,"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."}}