{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001434294,0.0001839817,0.000472926,0.0002243461,0.0002013445,0.0001138458,0.0002707504,0.00007788347,0.00000457147],"category_scores_gemma":[0.000557873,0.0001609144,0.00004545487,0.0006097031,0.0001026782,0.0004340577,0.000003626633,0.0008609813,8.895132e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005220764,"about_ca_system_score_gemma":0.001439521,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.209608,"about_ca_topic_score_gemma":0.09870119,"domain_scores_codex":[0.9970899,0.000790361,0.0009495087,0.0002004173,0.0005495157,0.0004202827],"domain_scores_gemma":[0.9982341,0.0003359396,0.0009409654,0.0001583465,0.0001489884,0.000181646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001722097,0.002671947,0.249754,0.0005381292,0.0001169833,0.00007016425,0.2811182,0.01489841,0.0007823371,0.003688828,0.1117843,0.3328546],"study_design_scores_gemma":[0.002927981,0.0008101767,0.632184,0.01497879,0.0001891696,0.0006043087,0.3132385,0.01586223,0.0001352605,0.003477994,0.01495202,0.0006396194],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3627515,0.05796383,0.0001545311,0.5706683,0.007784965,0.00036081,0.00001357619,0.00001822225,0.0002842955],"genre_scores_gemma":[0.9961781,0.0002525185,0.0009466643,0.001066695,0.001480001,0.000001056439,0.00001096412,0.0000315629,0.00003243683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6334266,"threshold_uncertainty_score":0.998598,"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."}}