{"id":"W4398768144","doi":"10.3390/curroncol31060225","title":"Identifying Barriers to Effective Cancer Pain Management in Oman: Implications for Palliative Care","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sultan Qaboos University","keywords":"Medicine; Palliative care; Cancer pain; Pain management; Cancer; Alternative medicine; Family medicine; Nursing; Physical therapy; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004123603,0.0001372212,0.0002375791,0.0003627572,0.00007307662,0.00002393474,0.0001049605,0.00005684422,0.00005501731],"category_scores_gemma":[0.0001670146,0.0001286803,0.00009431184,0.0004220908,0.0000294709,0.0000404058,0.00008276883,0.0001560465,0.00002838641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057501,"about_ca_system_score_gemma":0.0001060708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001694215,"about_ca_topic_score_gemma":0.0002398449,"domain_scores_codex":[0.9989101,0.0000984667,0.0002039374,0.000405542,0.00008295746,0.000298955],"domain_scores_gemma":[0.9992667,0.0002916607,0.00002990036,0.0001730172,0.00006964736,0.0001691107],"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":[0.0001230651,0.00008732038,0.1754817,0.002388586,0.0002299583,0.00002844827,0.0079999,0.00003838052,0.0001130178,0.007777568,0.03058504,0.775147],"study_design_scores_gemma":[0.001183031,0.0002927697,0.3970666,0.0006807695,0.0002474277,1.340818e-7,0.00375568,0.001000657,0.00004019612,0.001216285,0.5943572,0.000159255],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6214929,0.06521612,0.2024304,0.04770626,0.01268112,0.0344108,0.0003334324,0.0008761067,0.01485286],"genre_scores_gemma":[0.9844706,0.001077525,0.001738582,0.001223996,0.0004178367,0.01035035,0.0001303798,0.00003822728,0.0005525143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7749878,"threshold_uncertainty_score":0.5247429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09427897904405559,"score_gpt":0.4779679531703815,"score_spread":0.3836889741263259,"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."}}