{"id":"W4385332698","doi":"10.3389/fvets.2023.1145758","title":"Nursing strategies for the mechanically ventilated patient","year":2023,"lang":"en","type":"review","venue":"Frontiers in Veterinary Science","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Health Sciences Centre","funders":"","keywords":"Medicine; Nursing; Mechanical ventilation; Intensive care medicine; Nursing care; Polypharmacy; Medical emergency","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":[0.0008204398,0.0002842173,0.0008862927,0.0007740137,0.0003525306,0.0001285101,0.0005942983,0.0001788217,0.00000806575],"category_scores_gemma":[0.0002911846,0.0001936061,0.0003230132,0.002564328,0.0007957523,0.0002112596,0.0001452711,0.0004582864,0.00001906243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007469159,"about_ca_system_score_gemma":0.001622655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007494781,"about_ca_topic_score_gemma":5.637812e-7,"domain_scores_codex":[0.9978878,0.0000735628,0.0005762305,0.0005742309,0.000387892,0.0005002985],"domain_scores_gemma":[0.9987309,0.0002196431,0.0002226263,0.0006327417,0.00009954594,0.00009455714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004073764,0.00008896932,6.594729e-7,0.002877908,0.00005605961,0.00008948985,0.0002001204,0.00001205908,0.00006101514,0.0005488846,0.006046995,0.9899771],"study_design_scores_gemma":[0.0001731065,0.001578616,0.000006680541,0.02187993,0.0003482451,0.0004423826,0.000715015,0.0003240739,0.000006293727,0.001817412,0.9724282,0.0002800574],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001470867,0.9800596,0.007327212,0.00005789409,0.008744251,0.003004243,0.00002496402,0.0001441533,0.0004906188],"genre_scores_gemma":[0.0001610831,0.989697,0.009272018,0.00003621309,0.0001461091,0.0004566477,0.00001528586,0.00005285146,0.0001627388],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.989697,"threshold_uncertainty_score":0.7895026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1357978159451027,"score_gpt":0.4291357069608362,"score_spread":0.2933378910157335,"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."}}