{"id":"W4410051868","doi":"10.18103/mra.v13i4.6417","title":"INCREASING EXPERTISE IN PATIENT-CENTRED BREAKTHROUGH CANCER PAIN MANAGEMENT USING RAPID-ONSET OPIOIDS: FOCUS ON SUBLINGUAL FENTANYL CITRATE","year":2025,"lang":"en","type":"article","venue":"Medical Research Archives","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Cancer pain; Fentanyl; Medicine; Breakthrough Pain; Opioid; Focus (optics); Anesthesia; Pain management; Cancer; 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":[0.001784652,0.0002460824,0.0003430904,0.0004882274,0.0006629229,0.00153841,0.0007648505,0.001280509,0.01473194],"category_scores_gemma":[0.005333136,0.0001397783,0.0005115669,0.0004022344,0.0006200009,0.002179844,0.002228932,0.00207617,0.002263332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001454758,"about_ca_system_score_gemma":0.004923452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001627711,"about_ca_topic_score_gemma":0.00504915,"domain_scores_codex":[0.9982684,0.0007903969,0.00008404898,0.0001986566,0.0003787586,0.0002797983],"domain_scores_gemma":[0.9931757,0.001799868,0.0006776295,0.0001049479,0.001560764,0.002681167],"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":[0.0003149788,0.0006791173,0.01533642,0.008564211,0.0001085669,0.002517566,0.005295237,0.0004935741,0.005169197,0.005948544,0.2521161,0.7034565],"study_design_scores_gemma":[0.0003120106,0.001188598,0.04552001,0.008915017,0.0001627604,0.0118046,0.01154204,0.0008638762,0.001443655,0.008930254,0.9091888,0.0001284042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1180609,0.2051839,0.01909939,0.5542196,0.01160782,0.000616901,0.0004235994,0.0005217343,0.09026608],"genre_scores_gemma":[0.5351469,0.2262754,0.0307094,0.169852,0.01664093,0.000683515,0.000528041,0.0002766635,0.01988718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01473194,"threshold_uncertainty_score":0.04928327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05546806866577864,"score_gpt":0.3871535294186215,"score_spread":0.3316854607528428,"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."}}