{"id":"W7133169335","doi":"","title":"Validation of critical care pain observation tool in patients with burn injuries on mechanical ventilation","year":2023,"lang":"hr","type":"dissertation","venue":"Dr Med - University of Zagreb School of Medicine Digital Repository","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mechanical ventilation; Observational study; Acute pain; Pain management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004587573,0.0005039424,0.00067787,0.001556406,0.0006113828,0.001660352,0.0007736625,0.0008742007,0.003866293],"category_scores_gemma":[0.02141998,0.0002804911,0.001173644,0.0009049105,0.0005411684,0.00103096,0.00135799,0.001269346,0.0008089596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006976268,"about_ca_system_score_gemma":0.001761823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002545111,"about_ca_topic_score_gemma":0.002883486,"domain_scores_codex":[0.995253,0.001767676,0.001013719,0.0004440137,0.001065463,0.0004562154],"domain_scores_gemma":[0.989892,0.004090923,0.002306633,0.0004121785,0.002662208,0.0006360876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009425947,0.0004739634,0.9106146,0.001252738,0.0001872357,0.0006546702,0.002284507,0.000480292,0.002495901,0.0003828797,0.003202074,0.07702857],"study_design_scores_gemma":[0.0001701547,0.002049822,0.9745774,0.00129778,0.0002626565,0.002236629,0.004554826,0.003308267,0.002642529,0.0005824375,0.008245993,0.00007148706],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704064,0.005981043,0.006549287,0.00170756,0.0005775546,0.00185393,0.001698349,0.0001384948,0.01108743],"genre_scores_gemma":[0.9884261,0.001744819,0.00625194,0.0004459765,0.0001562019,0.00100387,0.0008417877,0.00001970069,0.001109638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004587573,"threshold_uncertainty_score":0.02426171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384665929079282,"score_gpt":0.2500342371152622,"score_spread":0.2361875778244694,"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."}}