{"id":"W2220534392","doi":"10.1155/2010/528092","title":"Patient‐Controlled Oral Analgesia for Postoperative Pain Management Following Total Knee Replacement","year":2010,"lang":"en","type":"article","venue":"Pain Research and Management","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"University Health Network; Canadian Nurses Foundation","keywords":"Medicine; Pain management; Total knee replacement; Anesthesia; Knee replacement; Postoperative pain; Surgery; Arthroplasty","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01610666,0.0003477558,0.0005576188,0.0007659321,0.0006578374,0.000225182,0.000175209,0.00009616949,0.0001645947],"category_scores_gemma":[0.0006430628,0.0002887276,0.0002655989,0.0004808145,0.0001360063,0.0001396186,0.0004506794,0.0004985013,0.00003101781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001210956,"about_ca_system_score_gemma":0.0000281378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003367655,"about_ca_topic_score_gemma":0.00004520067,"domain_scores_codex":[0.9956353,0.0008061981,0.0005235826,0.0008497058,0.001091168,0.001094043],"domain_scores_gemma":[0.9978898,0.0007253893,0.00008173357,0.0007136349,0.0001955642,0.0003939407],"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":[0.0158032,0.002694877,0.02292246,0.003396349,0.006982788,0.001474461,0.001621984,0.0000202732,0.00193525,0.09525865,0.3084764,0.5394133],"study_design_scores_gemma":[0.05352055,0.0120881,0.03906795,0.000684574,0.0008956278,0.000005109921,0.0151852,0.02932271,0.000253496,0.00535268,0.8423304,0.001293579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7738064,0.001214924,0.03847659,0.01976239,0.001232796,0.04207439,0.00002258202,0.0004989347,0.122911],"genre_scores_gemma":[0.9185017,0.000366382,0.02424732,0.002889266,0.0001877906,0.004613854,0.0001622979,0.00008025147,0.0489511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5381197,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448739928591432,"score_gpt":0.3339625216539924,"score_spread":0.3094751223680781,"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."}}