{"id":"W2026308876","doi":"10.1213/ane.0b013e31822c9a59","title":"Preventive Analgesia","year":2011,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":234,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; York University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Analgesic; Nociception; Anesthesia; Perioperative; Noxious stimulus; Peripheral; Local anesthetic; Sensitization; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008534772,0.001307752,0.004040271,0.0008462706,0.0001950265,0.00007410141,0.0007274501,0.0008465931,0.001508954],"category_scores_gemma":[0.00003043407,0.001032533,0.002211007,0.001119689,0.0002298771,0.0001377909,0.00006587031,0.0008582626,0.002956462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002289995,"about_ca_system_score_gemma":0.0005643804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006400485,"about_ca_topic_score_gemma":0.000004312359,"domain_scores_codex":[0.9952391,0.0006128269,0.001294498,0.001282072,0.0006070724,0.0009644523],"domain_scores_gemma":[0.9966683,0.0001741037,0.0007991695,0.001668526,0.0001496809,0.0005401959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007067098,0.0005368982,0.0009186884,0.02465017,0.001849433,0.007487957,0.000179187,1.112153e-7,8.247504e-8,0.01064779,0.03113033,0.9225287],"study_design_scores_gemma":[0.0003444866,0.0004006256,0.002038699,0.01213938,0.008551071,0.004050639,0.00004227154,0.000003281036,5.828293e-7,0.0001976117,0.9713027,0.0009286305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000244037,0.9876652,0.00009716439,0.000299106,0.00003382605,0.002468587,0.000001318078,0.0003125048,0.009097891],"genre_scores_gemma":[0.00003668091,0.9766645,0.0008186098,0.00171817,0.0004357198,0.0003535362,0.000331274,0.0002811209,0.01936033],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9401724,"threshold_uncertainty_score":0.9999674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04558204424841771,"score_gpt":0.3125807538864343,"score_spread":0.2669987096380166,"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."}}