{"id":"W2910238048","doi":"10.12927/cjnl.2018.25679","title":"Commentary: Regulation and the Nursing Profession: A Personal Reflection","year":2018,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Nursing; Reflection (computer programming); Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01453453,0.001364402,0.001761956,0.001653497,0.02020676,0.009320886,0.005980338,0.04498638,0.003569622],"category_scores_gemma":[0.07628156,0.0009839245,0.001527237,0.002158333,0.01985376,0.009121865,0.0053856,0.0579816,0.001703564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.024223,"about_ca_system_score_gemma":0.02996885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07433373,"about_ca_topic_score_gemma":0.1049576,"domain_scores_codex":[0.9769282,0.01299742,0.0009936302,0.001846136,0.005249818,0.001984752],"domain_scores_gemma":[0.936483,0.04341722,0.002691125,0.0008596961,0.01205325,0.0044957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000379495,0.00001330553,0.0001115259,0.0002188436,0.00001370414,0.002158595,0.03069201,0.00006987148,0.0002647942,0.003316086,0.9593964,0.00370691],"study_design_scores_gemma":[0.00002574342,0.00004102222,0.0003599178,0.001299805,0.00003265279,0.001987899,0.05170437,0.000179713,0.0003140848,0.004632036,0.9393343,0.00008862642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007406799,0.003194054,0.0001238121,0.9579103,0.03611736,0.00001269231,0.0000158086,0.00001489948,0.0018705],"genre_scores_gemma":[0.01563412,0.003018435,0.0002673762,0.9372281,0.03767601,0.00005684249,0.00001053746,0.00006791772,0.006040659],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07433373,"threshold_uncertainty_score":0.175751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2034936176118437,"score_gpt":0.3857402002640054,"score_spread":0.1822465826521617,"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."}}