{"id":"W4402332547","doi":"10.1016/j.pmn.2024.06.013","title":"Improving Pain Management in the Intensive Care Unit by Assessment","year":2024,"lang":"en","type":"article","venue":"Pain Management Nursing","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; Sedation; Pain assessment; Venipuncture; Unconsciousness; Intensive care unit; Pain management; Intensive care medicine; Anesthesia","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":[0.0007466133,0.0004202494,0.0004873196,0.0005777252,0.0004816768,0.0009281907,0.0004467928,0.0003403646,0.002855552],"category_scores_gemma":[0.006400178,0.00009963554,0.0002590858,0.0003747597,0.000160999,0.0006863438,0.0007077095,0.001009219,0.0003556839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006594741,"about_ca_system_score_gemma":0.001513718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003724101,"about_ca_topic_score_gemma":0.007586398,"domain_scores_codex":[0.9991738,0.0003159759,0.00008352334,0.00004743307,0.0002751085,0.0001041141],"domain_scores_gemma":[0.9979562,0.0006521444,0.0003881156,0.00004058255,0.0005249886,0.0004380562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009338754,0.006923995,0.2162485,0.001074193,0.0001625315,0.0005018086,0.001029311,0.0008074619,0.003760623,0.0003242269,0.01650646,0.751727],"study_design_scores_gemma":[0.0006438265,0.00627216,0.9681554,0.001876792,0.0002817037,0.001439921,0.002170942,0.004752325,0.002938876,0.001799912,0.009558272,0.0001099024],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8835416,0.01710414,0.01036856,0.01287541,0.0009893831,0.001602818,0.0004484745,0.0004591983,0.07261052],"genre_scores_gemma":[0.9706397,0.00784904,0.01560687,0.001925524,0.0005272893,0.0004777227,0.0001525249,0.00001788035,0.002803526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003724101,"threshold_uncertainty_score":0.009552717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437629032069174,"score_gpt":0.3165598233611474,"score_spread":0.3021835330404556,"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."}}