{"id":"W4392511036","doi":"10.53713/nhsj.v4i1.302","title":"Measures to Improve Nurses' Pain Management","year":2024,"lang":"en","type":"article","venue":"Nursing and Health Sciences Journal (NHSJ)","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pain management; Medicine; Psychology; Nursing; Physical therapy","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":[0.003455234,0.0002817675,0.0002915068,0.0006069153,0.001153793,0.0006765272,0.0008290107,0.0005065398,0.001910247],"category_scores_gemma":[0.01119504,0.0000861539,0.0002717455,0.0004928511,0.0005439275,0.0006284743,0.00101028,0.0008411182,0.0001811833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002131642,"about_ca_system_score_gemma":0.005386284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436778,"about_ca_topic_score_gemma":0.04885413,"domain_scores_codex":[0.9970641,0.001225155,0.0002591965,0.000103033,0.00114795,0.0002006054],"domain_scores_gemma":[0.9963006,0.001222444,0.0009870846,0.0001670401,0.0008859272,0.0004369197],"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":[0.00009525131,0.002836665,0.03466348,0.00500727,0.0001188588,0.0003188836,0.01914735,0.0002164234,0.003523563,0.001727042,0.0136029,0.9187423],"study_design_scores_gemma":[0.0004098598,0.006669146,0.6596804,0.01187684,0.0005800861,0.001110014,0.044834,0.0005990034,0.005774613,0.004553555,0.2637931,0.0001194061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7511513,0.04699535,0.01815948,0.06730638,0.001649074,0.004459524,0.0003616797,0.0005651971,0.109352],"genre_scores_gemma":[0.8952826,0.02717436,0.05938479,0.007998358,0.0003763985,0.002076144,0.0001408504,0.00002505216,0.007541313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01436778,"threshold_uncertainty_score":0.02856833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04751475241272821,"score_gpt":0.3970628091479591,"score_spread":0.3495480567352309,"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."}}