{"id":"W3195594543","doi":"10.3912/ojin.vol25no01man06","title":"Nurses, Nursing Associations, and Health Systems Evolution in Canada","year":2020,"lang":"en","type":"article","venue":"OJIN The Online Journal of Issues in Nursing","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Public health; Health policy; Nursing; Population; Political science; Economic growth; Healthcare system; Population health; State (computer science); Public administration; Medicine; Public relations; Environmental health; Economics","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":[0.003941345,0.0001882795,0.0003332181,0.002632057,0.02363195,0.009158054,0.001564427,0.001831773,0.005792385],"category_scores_gemma":[0.007750416,0.0003539454,0.0003064519,0.006571691,0.009650668,0.002051067,0.004761832,0.002676142,0.000306777],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2704118,"about_ca_system_score_gemma":0.405116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974656,"about_ca_topic_score_gemma":0.9989684,"domain_scores_codex":[0.9940019,0.000684352,0.0001282338,0.0003125927,0.001628519,0.003244479],"domain_scores_gemma":[0.9896001,0.0009187029,0.0005910549,0.0001644788,0.003765143,0.004960641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001759234,0.0001869116,0.1518431,0.0003605516,0.00006676454,0.001878086,0.1072217,0.00170224,0.0003111312,0.4294084,0.1417777,0.1650675],"study_design_scores_gemma":[0.0000382064,0.00005132415,0.2030805,0.0007684206,0.00004951354,0.000412593,0.1334495,0.00111041,0.0002635643,0.01281621,0.6478127,0.0001470011],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4135448,0.02919416,0.000898165,0.2061255,0.001600652,0.0001426048,0.001067408,0.000113031,0.3473136],"genre_scores_gemma":[0.937946,0.01045284,0.001025914,0.009026586,0.0001270268,0.00004129711,0.000294809,0.00004945984,0.04103604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7295883,"threshold_uncertainty_score":0.8462189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03485327359134867,"score_gpt":0.3750104496455318,"score_spread":0.3401571760541831,"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."}}