{"id":"W4385830450","doi":"10.1016/j.spen.2023.101074","title":"Commentary: Pediatric Pain Measurement, Assessment, and Evaluation","year":2023,"lang":"en","type":"article","venue":"Seminars in Pediatric Neurology","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Pain assessment; Medicine; Physical therapy; MEDLINE; Pain management; Intensive care 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":[0.006247209,0.001783295,0.002342088,0.001896972,0.003993659,0.003533166,0.004283249,0.06590948,0.009595059],"category_scores_gemma":[0.06319266,0.001279187,0.002283108,0.001596737,0.00411203,0.005623067,0.002560889,0.06876997,0.007858369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007450812,"about_ca_system_score_gemma":0.01258955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01771416,"about_ca_topic_score_gemma":0.03152388,"domain_scores_codex":[0.9934849,0.001922602,0.001060872,0.0008518026,0.002025423,0.0006543322],"domain_scores_gemma":[0.9495865,0.02831284,0.002481425,0.0007829576,0.01477686,0.004059447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000257274,0.00001191462,0.0001342394,0.0001051144,0.00001031354,0.0002073661,0.00004080568,0.00003239059,0.00004914304,0.0005596179,0.995415,0.003408413],"study_design_scores_gemma":[0.0001912085,0.00006074407,0.001637829,0.002713989,0.0001161672,0.001487108,0.000469803,0.0002439664,0.0002062581,0.003803385,0.9889714,0.0000981435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000123233,0.002337684,0.0001088786,0.8798832,0.1161778,0.0000198014,0.00009149022,0.00002069402,0.001237136],"genre_scores_gemma":[0.001035548,0.001752594,0.0002609868,0.8417913,0.1528668,0.00005934065,0.00004726237,0.00001764103,0.002168584],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06590948,"threshold_uncertainty_score":0.05405974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03768691463820544,"score_gpt":0.3357702004396653,"score_spread":0.2980832858014598,"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."}}