{"id":"W3001259694","doi":"10.1097/j.pain.0000000000001814","title":"Quantification of neonatal procedural pain severity: a platform for estimating total pain burden in individual infants","year":2020,"lang":"en","type":"article","venue":"Pain","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; York University","funders":"Medical Research Council","keywords":"Medicine; Neonatal intensive care unit; Psychological intervention; Intensive care; Severity of illness; Pain assessment; Randomized controlled trial; Heel; Anesthesia; Pain management; Pediatrics; Intensive care medicine; Surgery; Internal medicine","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":[0.04383256,0.001326474,0.002118152,0.005792811,0.0003079512,0.001320385,0.001185328,0.000584267,0.001984931],"category_scores_gemma":[0.0664705,0.0004646033,0.002663523,0.003939529,0.0007567,0.001317404,0.001971804,0.0009482544,0.0002285908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004830472,"about_ca_system_score_gemma":0.0006670531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008069052,"about_ca_topic_score_gemma":0.001222682,"domain_scores_codex":[0.957952,0.02766496,0.006779321,0.001932987,0.00539053,0.0002803027],"domain_scores_gemma":[0.9354518,0.03351266,0.02030581,0.004371143,0.005918873,0.0004397609],"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":[0.01186809,0.0008919699,0.4008894,0.02479516,0.02550144,0.0002437819,0.003402354,0.01035326,0.01814568,0.005490126,0.004836894,0.4935818],"study_design_scores_gemma":[0.001528677,0.01394,0.9092862,0.004090674,0.01125375,0.0007934229,0.001296441,0.0181501,0.01255511,0.006652028,0.02006181,0.000391815],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6260477,0.04773605,0.2760559,0.001232104,0.0005110594,0.01800606,0.01709263,0.0006113898,0.01270711],"genre_scores_gemma":[0.7611505,0.00702623,0.2116716,0.0004105736,0.0002261578,0.01476792,0.003878351,0.00007165746,0.0007971529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04383256,"threshold_uncertainty_score":0.2318115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03996734978839271,"score_gpt":0.2997221658341527,"score_spread":0.25975481604576,"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."}}