{"id":"W2195254757","doi":"10.1586/17512433.2016.1129896","title":"Transitional Pain Medicine: novel pharmacological treatments for the management of moderate to severe postsurgical pain","year":2015,"lang":"en","type":"editorial","venue":"Expert Review of Clinical Pharmacology","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Pain management; Pain medicine; Anesthesia; Anesthesiology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02046465,0.0006160825,0.003316599,0.0001053763,0.00008314472,0.00000426274,0.0006773262,0.0006791995,0.001661122],"category_scores_gemma":[0.001524516,0.0003558248,0.001114985,0.0002796109,0.0005033742,0.00003254676,0.000111491,0.0007789098,0.00001851219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358987,"about_ca_system_score_gemma":0.0004312843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001487582,"about_ca_topic_score_gemma":4.928986e-7,"domain_scores_codex":[0.9918932,0.00233249,0.003006874,0.0008707474,0.001384164,0.000512546],"domain_scores_gemma":[0.9823127,0.01474397,0.0009519762,0.0004732362,0.0009951779,0.0005229225],"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":[0.00537469,0.001677669,0.00001030809,0.009457848,0.005196294,0.000105887,0.0000606255,0.00001887838,0.00003249163,0.00007417775,0.9453207,0.03267048],"study_design_scores_gemma":[0.0102228,0.003628034,0.00005265533,0.007449888,0.008371443,0.000007992047,0.00005636454,0.00070313,0.000008295282,0.000045852,0.9691529,0.000300701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000924292,0.2020648,0.03397256,0.1887155,0.5460269,0.0261786,0.0003405186,0.0001531342,0.002455525],"genre_scores_gemma":[0.0001401113,0.3633561,0.007308758,0.1308336,0.4912469,0.002898426,0.001259149,0.0001101567,0.002846791],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1612913,"threshold_uncertainty_score":0.9998894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030663928508249,"score_gpt":0.4926344609141743,"score_spread":0.3895680680633494,"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."}}