{"id":"W4304202986","doi":"10.32920/ryerson.14638359.v2","title":"Continuing education for primary health care nurse practitioners in Ontario, Canada","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Dalhousie University; Canadian Foundation for Healthcare Improvement; York University; McMaster University","funders":"Ontario Ministry of Health and Long-Term Care; Canadian Health Services Research Foundation","keywords":"Continuing education; Nursing; Work (physics); Nurse education; Primary care; Medicine; Continuing medical education; Health care; Nurse practitioners; Medical education; Family medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001076344,0.0001729725,0.0001742163,0.0009869115,0.003696676,0.001863851,0.0006257101,0.0005714317,0.03394858],"category_scores_gemma":[0.004484211,0.0002472727,0.0001579647,0.001821714,0.0005391995,0.0004557195,0.0008793813,0.000458593,0.002486839],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03005245,"about_ca_system_score_gemma":0.138744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9729882,"about_ca_topic_score_gemma":0.9932161,"domain_scores_codex":[0.9991027,0.00006900605,0.00003398017,0.0000653257,0.0004140146,0.0003149891],"domain_scores_gemma":[0.9918272,0.0003038666,0.0003949366,0.00009357593,0.002367302,0.005013115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001820486,0.0003362428,0.1909021,0.0006309215,0.00001909718,0.0009461954,0.00922861,0.0001763469,0.001556262,0.002420314,0.4337541,0.3598478],"study_design_scores_gemma":[0.00005152461,0.00009643393,0.5904297,0.0003103937,0.00001040311,0.0001921564,0.005317149,0.0002084573,0.0001128089,0.0002579392,0.4029976,0.00001546737],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5389164,0.02688785,0.002218405,0.06691329,0.001899072,0.001580131,0.01019104,0.0004345292,0.3509592],"genre_scores_gemma":[0.6080657,0.01304734,0.005199939,0.005607616,0.0003618355,0.00048879,0.004879075,0.00009995654,0.3622497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9699476,"threshold_uncertainty_score":0.2180468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074954669764174,"score_gpt":0.4260635678962799,"score_spread":0.4053140211986381,"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."}}