{"id":"W3210488505","doi":"10.1016/s2155-8256(21)00115-0","title":"Nurse Practitioner Opioid Prescribing and Safety Measure Utilization Patterns in Ontario: An Explanatory Sequential Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"Journal of Nursing Regulation","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hydromorphone; Medicine; Opioid; Chronic pain; Oxycodone; Emergency department; Family medicine; Emergency medicine; Nursing; Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007215522,0.0001244403,0.0002844331,0.0002200729,0.0000767048,0.00004491414,0.00002952542,0.00008262519,0.00008146581],"category_scores_gemma":[0.0001248653,0.0001169973,0.0000543634,0.0001437106,0.00001769423,0.000537683,0.000006521961,0.000243869,3.749705e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009328855,"about_ca_system_score_gemma":0.0004445254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005596972,"about_ca_topic_score_gemma":0.003766095,"domain_scores_codex":[0.9982362,0.000546387,0.0005099232,0.0001913123,0.0003916769,0.000124527],"domain_scores_gemma":[0.9990095,0.00005447308,0.0003261302,0.0001705075,0.0003387479,0.0001005934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001633577,0.00600822,0.6933622,0.00006928691,0.0002746955,0.0002669516,0.05525936,0.001251185,0.0187824,0.0001412077,0.0001115382,0.2228394],"study_design_scores_gemma":[0.003259342,0.0004989631,0.974869,0.000964045,0.0003910165,0.000401956,0.01551891,0.0005723424,0.002835304,0.0005263589,0.00006807441,0.00009472817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846686,0.0003675435,0.01337634,0.0003989603,0.0007003742,0.0003318097,0.000001639396,0.00001126115,0.0001435448],"genre_scores_gemma":[0.9895448,0.00001981172,0.01017048,0.00002403729,0.00007873863,0.000003525557,0.00006621291,0.00001873307,0.0000736275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2815068,"threshold_uncertainty_score":0.477101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0732462186975138,"score_gpt":0.3861435870080383,"score_spread":0.3128973683105245,"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."}}