{"id":"W4389186740","doi":"10.3390/curroncol30120746","title":"Breakthrough and Episodic Cancer Pain from a Palliative Care Perspective","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Palliative care; Pi; Cancer; Anesthesia; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003672431,0.0001349984,0.0002757391,0.0003998994,0.0002505673,0.0006320197,0.00016135,0.0002565061,0.003652017],"category_scores_gemma":[0.002320174,0.0000719923,0.0002401407,0.000456792,0.0002381029,0.0003837373,0.0003785922,0.000447285,0.000177663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003253992,"about_ca_system_score_gemma":0.0002681861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000982255,"about_ca_topic_score_gemma":0.002564331,"domain_scores_codex":[0.9996263,0.0001352494,0.00003273644,0.00002632179,0.00009765488,0.00008176571],"domain_scores_gemma":[0.9988944,0.0003209272,0.0004588353,0.00002847684,0.00009134002,0.0002061198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009149304,0.0002426531,0.8042598,0.0008709984,0.0003091545,0.003336552,0.001665811,0.000503432,0.002186055,0.001736928,0.003555825,0.1804178],"study_design_scores_gemma":[0.00004434114,0.0007258781,0.9799422,0.0002810138,0.00009741035,0.01132946,0.001517087,0.0008256832,0.0002621928,0.0008518005,0.004109384,0.00001341085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9629844,0.02353991,0.0008541658,0.001876766,0.00008574717,0.00003667072,0.0003330647,0.00001518814,0.01027405],"genre_scores_gemma":[0.9966434,0.002321152,0.0001850444,0.0001667472,0.0001053243,0.000006096539,0.0001028078,0.000001448776,0.0004678844],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003652017,"threshold_uncertainty_score":0.01221716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107513590580232,"score_gpt":0.4421848111655686,"score_spread":0.3314334521075454,"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."}}