{"id":"W4402325519","doi":"10.1136/spcare-2024-anzspm.76","title":"P-28 Opioid requirements and palliative pain management in young adult cancer patients at the end of life: a retrospective review at an Australian comprehensive cancer hospital","year":2024,"lang":"en","type":"review","venue":"Poster presentations","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Pain management; Opioid; Medicine; Cancer pain; Palliative care; Retrospective cohort study; Nursing; Anesthesia; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001402119,0.0001574387,0.0006586008,0.002532335,0.0005161529,0.0007383807,0.0004664117,0.0003948181,0.00151318],"category_scores_gemma":[0.00455591,0.0003841979,0.0006671523,0.004137112,0.0003806269,0.0005702551,0.0006706496,0.0004105945,0.0001810319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009164526,"about_ca_system_score_gemma":0.001673713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01457695,"about_ca_topic_score_gemma":0.01836021,"domain_scores_codex":[0.9983141,0.0003312237,0.0005844369,0.000176671,0.0004630226,0.0001305093],"domain_scores_gemma":[0.9943333,0.001271391,0.003257013,0.00009702014,0.0006969426,0.0003442817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001642474,0.00005706888,0.9748204,0.005615135,0.0002373228,0.00200263,0.002349644,0.00003662289,0.0002563029,0.00006591939,0.0009053182,0.01348949],"study_design_scores_gemma":[0.000008636699,0.0001813222,0.9919526,0.001360149,0.0001442942,0.002424443,0.002104787,0.00004572684,0.00005801284,0.00001108514,0.001699746,0.00000928039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9519216,0.04420445,0.0001162949,0.0002602889,0.00002795328,0.000308542,0.001906466,0.000004144405,0.001250266],"genre_scores_gemma":[0.9723741,0.02548083,0.0002857644,0.0002622987,0.00004437601,0.0002858846,0.0009691591,0.000003242551,0.0002942984],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01457695,"threshold_uncertainty_score":0.02898419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.149353381071516,"score_gpt":0.475004479825746,"score_spread":0.32565109875423,"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."}}