{"id":"W1979744198","doi":"10.1542/peds.2006-0913e","title":"Implementation and Case-Study Results of Potentially Better Practices to Improve Pain Management of Neonates","year":2006,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Quality management; Sedation; Pain management; Best practice; Baseline (sea); Quality (philosophy); Process (computing); Process management; Physical therapy; Operations management; Management system; 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":[0.01823993,0.0003187873,0.0002648596,0.001186284,0.001360092,0.0009929867,0.001000335,0.001627407,0.002170075],"category_scores_gemma":[0.06410403,0.0002993716,0.0005243964,0.001043388,0.00113735,0.0009855293,0.001197785,0.0008454799,0.0002718631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003087654,"about_ca_system_score_gemma":0.002240851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004624807,"about_ca_topic_score_gemma":0.005090674,"domain_scores_codex":[0.9781748,0.01624803,0.001334663,0.000793741,0.00237158,0.001077179],"domain_scores_gemma":[0.9566631,0.02300324,0.007223364,0.004070931,0.007265782,0.001773645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002739867,0.01569181,0.7752639,0.001358111,0.0003475954,0.01500812,0.04765413,0.00148786,0.002376209,0.00213323,0.003475467,0.1324637],"study_design_scores_gemma":[0.002068436,0.03160044,0.814757,0.00177931,0.0007147972,0.05132415,0.05019381,0.005801435,0.02266688,0.001457825,0.01731288,0.0003230873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950343,0.0005292447,0.001477786,0.0003229351,0.00001622523,0.0004336773,0.00006768332,0.00002511477,0.002092983],"genre_scores_gemma":[0.9953998,0.0003826748,0.00324622,0.0001437702,0.00001635292,0.0003336619,0.00007887336,0.00001210991,0.0003865619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01823993,"threshold_uncertainty_score":0.09646314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443825010375354,"score_gpt":0.3202092860357552,"score_spread":0.3057710359320017,"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."}}