{"id":"W2183708303","doi":"10.4037/ajcc2003.12.2.136","title":"From Theory to Practice: Preventing Pain After Cardiac Surgery","year":2003,"lang":"en","type":"article","venue":"American Journal of Critical Care","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Columbian Hospital","funders":"","keywords":"Medicine; Acetaminophen; Guideline; Anesthesia; Analgesic; Opioid; Adverse effect; Cardiac surgery; Morphine; Surgery; Internal medicine","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":[0.03513065,0.001013895,0.0008115376,0.003035533,0.002014382,0.00652105,0.002675878,0.004371845,0.00222021],"category_scores_gemma":[0.1310546,0.0005395398,0.0005834289,0.002260302,0.005129556,0.004160469,0.003737188,0.004199816,0.0007894254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008663322,"about_ca_system_score_gemma":0.02953088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009396322,"about_ca_topic_score_gemma":0.02239147,"domain_scores_codex":[0.942437,0.03820481,0.002041178,0.00118206,0.01496496,0.001170033],"domain_scores_gemma":[0.9383537,0.03788944,0.006464648,0.002323044,0.01095475,0.004014463],"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":[0.0002341017,0.001345701,0.05880421,0.005677273,0.0001898527,0.001286631,0.006497199,0.003106593,0.0007596303,0.02596654,0.1110993,0.785033],"study_design_scores_gemma":[0.001349427,0.007586434,0.2241304,0.04760113,0.0009411811,0.007862582,0.04890867,0.02258599,0.005047667,0.2325303,0.4008198,0.00063641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09823163,0.03588983,0.06653219,0.7274591,0.003550644,0.0025787,0.0003339259,0.0004313673,0.06499266],"genre_scores_gemma":[0.6460227,0.04187545,0.2143694,0.08788627,0.001979826,0.002535095,0.0003887534,0.00009862587,0.004843892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03513065,"threshold_uncertainty_score":0.1857908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009505718390746222,"score_gpt":0.307090272421291,"score_spread":0.2975845540305448,"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."}}