{"id":"W3203599368","doi":"10.1007/s12630-021-02105-z","title":"Predicting pain after Cesarean delivery: pressure algometry, temporal summation, three-item questionnaire","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Interquartile range; Anesthesia; Receiver operating characteristic; Summation; Area under the curve; Fentanyl; Physical therapy; Visual analogue scale; Prospective cohort study; 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":[0.001093193,0.0003598035,0.0004327459,0.0006308504,0.0002674976,0.000343356,0.0003460041,0.0006330416,0.00159991],"category_scores_gemma":[0.004547514,0.0001953405,0.0005705683,0.0005080228,0.0001625057,0.0004174654,0.0003762908,0.0005875268,0.0002384001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002662384,"about_ca_system_score_gemma":0.000546029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004141663,"about_ca_topic_score_gemma":0.00567846,"domain_scores_codex":[0.9994517,0.0001409733,0.00009882259,0.00004484811,0.000198998,0.00006468779],"domain_scores_gemma":[0.9981461,0.0006253393,0.0007209214,0.00004484551,0.0002165718,0.0002462435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002788884,0.0004252139,0.9892533,0.00003675716,0.00009125603,0.00008410837,0.0001207023,0.0002213455,0.0008009146,0.00001590323,0.0003392238,0.008332341],"study_design_scores_gemma":[0.00002762185,0.0004201319,0.9985248,0.000007742422,0.00002743715,0.0001619806,0.0001014543,0.0005605186,0.0000738705,0.00001198613,0.00007744479,0.000004967949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997613,0.0002173684,0.0003801413,0.0001417773,0.00002050179,0.0001329635,0.0004466032,0.00001111924,0.001036654],"genre_scores_gemma":[0.9965386,0.0002680532,0.001682307,0.0001020618,0.00003383736,0.0001519783,0.0006014953,0.000002682064,0.0006189911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004141663,"threshold_uncertainty_score":0.008235097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009853702468226148,"score_gpt":0.2127408697582856,"score_spread":0.2028871672900594,"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."}}