{"id":"W3138479945","doi":"10.3390/cancers13061266","title":"Efficacy of Multimodal Analgesia for Postoperative Pain Management in Head and Neck Cancer Patients","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Opioid; Head and neck cancer; Morphine; Anesthesia; Surgery; Retrospective cohort study; Pain control; Cancer; Cohort; Radiation therapy; 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":[0.0005919444,0.00007668871,0.0002279127,0.0003021654,0.0001707164,0.000360579,0.0001568648,0.0001472229,0.001053565],"category_scores_gemma":[0.003819455,0.00004407371,0.0003294437,0.0005085335,0.000103112,0.0002413823,0.000267478,0.0002920036,0.00007532912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004624627,"about_ca_system_score_gemma":0.0006434001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001815995,"about_ca_topic_score_gemma":0.004669145,"domain_scores_codex":[0.9994482,0.0001768289,0.00009841144,0.00004172809,0.0001662935,0.00006851801],"domain_scores_gemma":[0.99834,0.0003820914,0.0009580292,0.00003335073,0.0001540783,0.0001323236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.001081433,0.000509017,0.9057727,0.0005850194,0.0003304532,0.0001937966,0.0002134132,0.0001758822,0.001158837,0.00009823979,0.0007905048,0.08909071],"study_design_scores_gemma":[0.00003903266,0.0008755008,0.9968463,0.0001575167,0.00009597286,0.000253403,0.0002377504,0.0002229041,0.0001457264,0.00003195075,0.001087154,0.000006710425],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852187,0.01219539,0.0001090002,0.0003775409,0.00003350445,0.00005543387,0.0002421702,0.000003546058,0.001764814],"genre_scores_gemma":[0.9968424,0.00254068,0.0001776463,0.0001155515,0.00003240729,0.00003244057,0.0001435984,8.689339e-7,0.0001144311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001815995,"threshold_uncertainty_score":0.00361079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565564949942889,"score_gpt":0.3008514868795111,"score_spread":0.2851958373800822,"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."}}