{"id":"W2058464386","doi":"10.1016/j.anclin.2014.11.005","title":"Optimal Analgesia During Major Open and Laparoscopic Abdominal Surgery","year":2015,"lang":"en","type":"review","venue":"Anesthesiology Clinics","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Medicine; Acetaminophen; Analgesic; Anesthesia; Surgery; Multimodal therapy; Laparoscopic surgery; Abdominal surgery; Laparoscopy","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"],"consensus_categories":[],"category_scores_codex":[0.002484795,0.0006217912,0.004652502,0.0003171312,0.0001450309,0.00006233864,0.0004993364,0.0008812134,0.0001078116],"category_scores_gemma":[0.0002629634,0.0004788149,0.0004878728,0.0002618049,0.000299531,0.00008268095,0.000297812,0.0006612361,0.0002869633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008088049,"about_ca_system_score_gemma":0.0007740799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000180085,"about_ca_topic_score_gemma":0.000002627144,"domain_scores_codex":[0.9963543,0.0007337797,0.001247671,0.0008909484,0.0002150346,0.000558235],"domain_scores_gemma":[0.9968509,0.001201005,0.0006511153,0.0008412583,0.0000894222,0.0003663171],"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":[0.0006695736,0.0003889608,0.09526139,0.03319217,0.001099737,0.007733486,0.0001065673,0.000001018403,8.861183e-8,0.000260738,0.01612299,0.8451633],"study_design_scores_gemma":[0.0007788275,0.0004031352,0.008713532,0.00495163,0.002625979,0.002160229,0.00003915353,0.000005147487,1.250314e-7,0.00005325589,0.9798231,0.000445874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02713017,0.9704993,0.000001822867,0.0002571536,0.0001080561,0.001604027,0.000002227491,0.00006659315,0.0003307042],"genre_scores_gemma":[0.00006054469,0.9931561,0.00120567,0.001320495,0.0003582685,0.0001766477,0.0001959541,0.000102603,0.003423724],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9637001,"threshold_uncertainty_score":0.9997663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019033493210225,"score_gpt":0.3917052597323564,"score_spread":0.289801910411334,"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."}}