{"id":"W4416459645","doi":"10.28984/cnpj.v5i2.480","title":"Nurse Practitioners Documentation Approach: A Scoping Review","year":2025,"lang":"","type":"article","venue":"Canadian Nurse Practitioner Journal","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Documentation; Workflow; Psychological intervention; Inclusion (mineral); Quality (philosophy); MEDLINE; Organizational culture; Quality management","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":[0.04164584,0.002725843,0.007166191,0.04737604,0.00349698,0.008103513,0.004385113,0.005074468,0.005298561],"category_scores_gemma":[0.1163557,0.002397544,0.005874262,0.04196319,0.002246731,0.009166526,0.00631897,0.003716023,0.001501742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0129517,"about_ca_system_score_gemma":0.05134324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01082377,"about_ca_topic_score_gemma":0.02561362,"domain_scores_codex":[0.9624661,0.01232925,0.01456819,0.001904653,0.008054575,0.0006771661],"domain_scores_gemma":[0.9147394,0.048115,0.01136595,0.002152159,0.02259087,0.001036714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007723428,0.00006613479,0.0008304082,0.661579,0.001047135,0.0004346109,0.002494376,0.0003682102,0.0003295215,0.00373353,0.0200264,0.3090135],"study_design_scores_gemma":[0.00001812922,0.00003854973,0.0006185175,0.9405099,0.001010063,0.0002453495,0.001061433,0.00009688038,0.00009319766,0.0009771443,0.05530571,0.0000251575],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007889782,0.9831897,0.00319061,0.003980181,0.001340586,0.00356864,0.0006659512,0.00004612443,0.003229122],"genre_scores_gemma":[0.004938138,0.9784309,0.007816566,0.001416141,0.000276785,0.005726789,0.0006109832,0.0000243216,0.0007592624],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04737604,"threshold_uncertainty_score":0.2202469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897855576029673,"score_gpt":0.352209578135239,"score_spread":0.3332310223749423,"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."}}