{"id":"W3132046625","doi":"10.3390/curroncol28010086","title":"Managing Opioids and Mitigating Risk: A Survey of Attitudes, Confidence and Practices of Oncology Health Care Professionals","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; University Health Network; Princess Margaret Cancer Centre; Sinai Health System","funders":"International Society of Oncology Pharmacy Practitioners","keywords":"Medicine; Family medicine; Population; Cancer pain; Nursing; Health care; Confidence interval; Opioid; Palliative care; Cancer; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.002699864,0.0001127788,0.0002233476,0.0006984902,0.0006520881,0.0007312117,0.0002204869,0.0005912681,0.000948029],"category_scores_gemma":[0.009691895,0.0003102825,0.0001848873,0.0008257465,0.0004964087,0.0008615727,0.0008501987,0.0007223895,0.0003241922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008924604,"about_ca_system_score_gemma":0.001237565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01053524,"about_ca_topic_score_gemma":0.0145214,"domain_scores_codex":[0.9985146,0.0005694539,0.0001898646,0.0001063542,0.0003713952,0.0002483398],"domain_scores_gemma":[0.9929137,0.002269944,0.002429043,0.000178196,0.001092809,0.001116244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003165982,0.0001693362,0.9833518,0.00003261041,0.00001133321,0.0000983435,0.00966243,0.00003264301,0.0003136837,0.00002500241,0.0003654784,0.005905663],"study_design_scores_gemma":[0.00001159267,0.0005318979,0.9728944,0.00004769653,0.000009070331,0.0003496572,0.02426259,0.0002928269,0.00014553,0.0000290556,0.001413936,0.0000117073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992917,0.00006268333,0.00004187226,0.0001940374,0.000001808325,0.0000149193,0.00006049754,0.000001351719,0.0003311672],"genre_scores_gemma":[0.9989153,0.0002128529,0.0002119897,0.0002770008,0.000006041512,0.00003272785,0.0000794077,0.000001240854,0.0002633729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01053524,"threshold_uncertainty_score":0.02094781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3830478168692156,"score_gpt":0.5988660282128883,"score_spread":0.2158182113436727,"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."}}