{"id":"W43181966","doi":"","title":"Improving post-operative pain management by focusing on prevention.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Columbian Hospital","funders":"","keywords":"Pain management; Medicine; Intensive care medicine; Process management; Physical therapy; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007449026,0.0002608571,0.0003311201,0.0008484906,0.0003597221,0.0006713568,0.0003639965,0.0005700016,0.01865657],"category_scores_gemma":[0.007207863,0.00008057689,0.0003310276,0.0005411774,0.0001291278,0.0007237187,0.0004135263,0.0008516679,0.001713173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002700584,"about_ca_system_score_gemma":0.001875553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001401249,"about_ca_topic_score_gemma":0.003229869,"domain_scores_codex":[0.9996235,0.0001601008,0.00004200165,0.00002456305,0.00008446702,0.00006537983],"domain_scores_gemma":[0.9971489,0.001189835,0.0005609088,0.0000632036,0.0005435211,0.000493676],"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":[0.0007844082,0.002772669,0.03920409,0.002160095,0.000128684,0.0002767135,0.000172948,0.0001955581,0.001709707,0.001366626,0.05588693,0.8953416],"study_design_scores_gemma":[0.002131509,0.008473507,0.7619306,0.01301654,0.001821136,0.004854732,0.002131539,0.001403687,0.005623918,0.01341832,0.1850794,0.0001150788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.3274136,0.2388318,0.01261246,0.1856294,0.006413449,0.001367255,0.002928226,0.0007413882,0.2240624],"genre_scores_gemma":[0.7884931,0.1519061,0.01870088,0.01618603,0.007596876,0.0006892778,0.001778999,0.00006121476,0.01458748],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01865657,"threshold_uncertainty_score":0.0624125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110838977715001,"score_gpt":0.2373350601694103,"score_spread":0.2262266703922603,"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."}}