{"id":"W3153837775","doi":"10.22374/cjgim.v16isp1.529","title":"Postoperative Pain Management","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University","funders":"","keywords":"Medicine; Acute pain; Pain management; Postoperative pain; Anesthesia; Gynecology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008702127,0.0001409349,0.0003627705,0.0003194004,0.00006164663,0.00001949579,0.0001436938,0.00004467502,0.002246336],"category_scores_gemma":[0.0001644884,0.0001034403,0.0001197932,0.0001984134,0.0001181523,0.00005299293,0.000009152811,0.000250964,0.00002307332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002021304,"about_ca_system_score_gemma":0.0004093203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001638915,"about_ca_topic_score_gemma":0.001956251,"domain_scores_codex":[0.9986951,0.0001651055,0.0004504185,0.0001365038,0.0002896919,0.0002631389],"domain_scores_gemma":[0.99842,0.00004378701,0.0001322847,0.0001753394,0.0004000617,0.000828512],"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":[0.0001941684,0.0000617786,0.06314539,0.0001502423,0.0009697676,0.08300661,0.001543737,0.00006367222,0.002082856,0.01060168,0.7908999,0.04728023],"study_design_scores_gemma":[0.002031464,0.001390835,0.04145449,0.001339375,0.0002892076,0.005019331,0.002005148,0.0001991992,0.000751833,0.0005121963,0.944855,0.0001518666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5149381,0.0129198,0.01831458,0.2921931,0.001828929,0.000537509,0.000002614777,0.00002322906,0.1592422],"genre_scores_gemma":[0.8205119,0.0002914655,0.004739328,0.08804805,0.001521422,0.000003055951,0.00001403335,0.00002944087,0.08484133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3055738,"threshold_uncertainty_score":0.9986658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739293307189252,"score_gpt":0.262188347485368,"score_spread":0.2447954144134755,"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."}}