{"id":"W4391945721","doi":"10.21037/apm-23-407","title":"Pain management and the use of opioids in adults with kidney failure receiving conservative kidney management","year":2024,"lang":"en","type":"article","venue":"Annals of Palliative Medicine","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Conservative management; Intensive care medicine; Pain management; Population; Physical therapy; Surgery","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":[0.0009803408,0.0001107448,0.0005326389,0.0004470712,0.0003123126,0.0006409263,0.0001807156,0.0003802197,0.002082495],"category_scores_gemma":[0.006252057,0.0000968087,0.0007042552,0.001212254,0.0001762647,0.0005479094,0.0003883901,0.0006671762,0.0001007201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004846488,"about_ca_system_score_gemma":0.0009416622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003089241,"about_ca_topic_score_gemma":0.006088497,"domain_scores_codex":[0.999069,0.0003208523,0.0002281213,0.00006697548,0.0002353882,0.00007977206],"domain_scores_gemma":[0.9972543,0.001249516,0.001059512,0.00002914595,0.0002957024,0.0001118436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001926101,0.000404885,0.5410196,0.02876557,0.002172543,0.0009575507,0.002007623,0.0003177074,0.0005992307,0.002008088,0.005555041,0.4142661],"study_design_scores_gemma":[0.0002016381,0.001876443,0.9401304,0.01556433,0.001947152,0.003591762,0.00222581,0.000239974,0.0002559205,0.001249788,0.03267081,0.00004592586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2327619,0.750661,0.0003945022,0.004351782,0.0002481758,0.0001520172,0.001176161,0.000006778813,0.01024767],"genre_scores_gemma":[0.612964,0.3817919,0.0009298455,0.002352463,0.0003383103,0.0001806224,0.0006820779,0.000003060885,0.0007575431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003089241,"threshold_uncertainty_score":0.00696665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07821509344728524,"score_gpt":0.3500564619524971,"score_spread":0.2718413685052119,"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."}}