{"id":"W2903665347","doi":"10.1177/1084822318817896","title":"Implementing Practice Guides to Improve Cancer Symptom Management in Homecare: A Comparative Case Study","year":2018,"lang":"en","type":"article","venue":"Home Health Care Management & Practice","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada; University of British Columbia; Ottawa Hospital; Champlain Regional College; University of Ottawa","funders":"Canadian Cancer Society Research Institute","keywords":"Audit; Nursing; Documentation; Medicine; Psychological intervention; Agency (philosophy); Best practice; Evidence-based practice; Nursing practice; Family medicine; Alternative medicine; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002822431,0.0004878821,0.0005863379,0.0007411033,0.001053668,0.0005487467,0.0003541827,0.0000600199,0.00009817452],"category_scores_gemma":[0.000144702,0.0005364733,0.00007768495,0.001509252,0.00005954871,0.00182286,0.0005168116,0.0003412531,0.0001785185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002294029,"about_ca_system_score_gemma":0.00006550996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03200301,"about_ca_topic_score_gemma":0.01278094,"domain_scores_codex":[0.9939845,0.001132916,0.001210149,0.001279182,0.001013273,0.001379945],"domain_scores_gemma":[0.9966586,0.0006132816,0.0009141481,0.0008480331,0.0006468413,0.0003190578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003511508,0.004172905,0.006046003,0.001434457,0.001116863,0.003951119,0.2560647,0.0001644641,0.00001613695,0.00173571,0.07715788,0.6446282],"study_design_scores_gemma":[0.00314798,0.002677608,0.005075665,0.0002701213,0.0005896701,0.00009609266,0.585942,0.00006024948,0.00005707881,0.00002207612,0.4015548,0.000506639],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8276591,0.004555541,0.001103766,0.06805131,0.01101565,0.02645594,0.0001065792,0.000680798,0.06037136],"genre_scores_gemma":[0.9601745,0.0001855682,0.01481109,0.0221182,0.0004463698,0.001916643,0.00004345135,0.00008091228,0.0002232876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6441215,"threshold_uncertainty_score":0.9997087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03327234796296223,"score_gpt":0.461374907486064,"score_spread":0.4281025595231017,"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."}}