{"id":"W4391776273","doi":"10.1038/s41390-024-03032-7","title":"Global cross-sectional survey on neonatal pharmacologic sedation and analgesia practices and pain assessment tools: impact of the sociodemographic index (SDI)","year":2024,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"European Maritime and Fisheries Fund; Ministero della Salute","keywords":"Cross-sectional study; Sedation; Medicine; Index (typography); Pain management; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01516983,0.0001611877,0.0002059046,0.0005710934,0.0002150587,0.0002818711,0.0002078783,0.0001566837,0.00007271102],"category_scores_gemma":[0.002929823,0.0001089384,0.0001374538,0.002264658,0.0002670172,0.0003037447,0.0002670909,0.0007236302,0.000002399709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003889752,"about_ca_system_score_gemma":0.0006151699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008353082,"about_ca_topic_score_gemma":0.00003869211,"domain_scores_codex":[0.9957532,0.001777473,0.0003343966,0.0004918694,0.001273749,0.0003693108],"domain_scores_gemma":[0.9957241,0.003415625,0.0001793387,0.0002438134,0.000305202,0.0001318829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001975701,0.00009887271,0.9856665,0.0002777522,0.0001364326,0.00002508773,0.00002077833,0.00001317717,0.00003197637,0.00009424654,0.008318183,0.00511941],"study_design_scores_gemma":[0.000445019,0.0005789799,0.9921952,0.00001239702,0.00006878349,0.00001206375,0.00002223906,0.005594557,0.000002463068,0.0008787486,0.00009828403,0.00009122845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945667,0.002500419,0.0005752626,0.0005433726,0.00009071914,0.0009173961,0.0001205674,0.00009769593,0.0005878247],"genre_scores_gemma":[0.9943169,0.004821298,0.0001627746,0.00005236004,0.0004280648,0.00005809179,0.00005644393,0.00001364036,0.00009041733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01224,"threshold_uncertainty_score":0.5257589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1442093073387186,"score_gpt":0.5211591257037183,"score_spread":0.3769498183649996,"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."}}