{"id":"W3208367000","doi":"10.12927/cjnl.2021.26598","title":"The Canadian Academy of Nursing: Why It Matters","year":2021,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Canadian Nurses Association","funders":"","keywords":"Nursing; Administration (probate law); Nursing research; Nurse Administrator; Nurse education; Political science; MEDLINE; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009752774,0.000166957,0.0002353325,0.0001055098,0.002368329,0.00005794577,0.0003116112,0.0003668544,0.0005943367],"category_scores_gemma":[0.0002958111,0.0001393134,0.00008264938,0.0003836594,0.0004374835,0.0001732837,0.000008394873,0.001333129,0.0001966319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007280104,"about_ca_system_score_gemma":0.001016312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004058917,"about_ca_topic_score_gemma":0.02154743,"domain_scores_codex":[0.9969654,0.0009179828,0.0004481218,0.0002914167,0.0003593415,0.001017712],"domain_scores_gemma":[0.9977193,0.001264648,0.0002635228,0.0003012825,0.0001367229,0.0003144733],"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":[0.00008412303,0.0000732507,0.0008894713,0.0001073974,0.00003498999,0.000006661966,0.02749838,0.00000630192,0.0005967768,0.009988815,0.9272937,0.03342013],"study_design_scores_gemma":[0.0004375149,0.00003229496,0.006731932,0.004076596,0.0001045226,0.00002165602,0.1432839,0.00005355086,0.0006677813,0.00595225,0.8384185,0.0002194877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001494266,0.002064522,0.00004013126,0.8708822,0.002238192,0.0002289161,0.000008438135,0.0000457501,0.1229976],"genre_scores_gemma":[0.8911709,0.00006393866,0.0005527445,0.08693036,0.0008190373,0.00001972586,0.00001736711,0.00006749343,0.02035849],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8896766,"threshold_uncertainty_score":0.9989305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4627658226783536,"score_gpt":0.4771710752344021,"score_spread":0.01440525255604841,"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."}}