{"id":"W4251500561","doi":"10.32920/ryerson.14638359","title":"Continuing education for primary health care nurse practitioners in Ontario, Canada","year":2021,"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); Primary care; Nurse education; Continuing medical education; Medicine; Health care; Nurse practitioners; Primary health care; 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":[0.001094563,0.0001749939,0.0001774645,0.001010422,0.003711851,0.001894288,0.0006242248,0.000568716,0.03426424],"category_scores_gemma":[0.004531956,0.0002492625,0.000161018,0.001880818,0.0005462866,0.0004604604,0.0008812115,0.0004565121,0.002516209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03054642,"about_ca_system_score_gemma":0.1395164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9734604,"about_ca_topic_score_gemma":0.9932737,"domain_scores_codex":[0.9990919,0.00006942743,0.00003408376,0.00006667481,0.0004227867,0.0003151615],"domain_scores_gemma":[0.9918923,0.0003077368,0.00039307,0.00009585021,0.002385773,0.004925265],"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":[0.0001830399,0.0003304476,0.1877334,0.0006352831,0.00001943901,0.0009293783,0.009425724,0.000179714,0.001565281,0.002559027,0.4345316,0.3619076],"study_design_scores_gemma":[0.00005106618,0.00009283789,0.5855873,0.000304812,0.00001040939,0.0001890767,0.005306238,0.0002108979,0.0001151748,0.0002660497,0.4078507,0.00001552593],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5356129,0.02703065,0.002301014,0.06655214,0.001887099,0.001586811,0.01056251,0.0004429763,0.3540239],"genre_scores_gemma":[0.6018602,0.01296543,0.005385755,0.005400024,0.0003612356,0.0004838741,0.005030979,0.0001030823,0.3684095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03426424,"threshold_uncertainty_score":0.2216308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969345988088573,"score_gpt":0.4189686022679796,"score_spread":0.3992751423870939,"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."}}