{"id":"W4232158605","doi":"10.32920/ryerson.14656584","title":"Public health core and nursing competencies among public health nurses in Ontario: A pilot study to assess awareness and utilization","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; University of Ottawa","funders":"Health Canada","keywords":"Public health; Nursing; Workforce; Core competency; Public health nursing; Public health nurse; Facilitator; Nursing management; Medicine; Psychology; Business; 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":[0.001170893,0.0002135145,0.0002140502,0.0007203045,0.002383218,0.0007823294,0.0004228826,0.0002904429,0.001418894],"category_scores_gemma":[0.002699252,0.0003300561,0.0002336225,0.0008293474,0.0007915357,0.0005675004,0.0010416,0.0005094968,0.0002284108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01155454,"about_ca_system_score_gemma":0.01856213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8239536,"about_ca_topic_score_gemma":0.9225875,"domain_scores_codex":[0.9993035,0.00008681352,0.00003284584,0.00006164589,0.0002356541,0.0002795376],"domain_scores_gemma":[0.9975876,0.0003113974,0.0005741824,0.00008267876,0.0008506269,0.0005935265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001156078,0.000564036,0.9103405,0.0000943853,0.000008756022,0.0002748067,0.06767693,0.00003544428,0.001596343,0.00005285878,0.0005497207,0.01869041],"study_design_scores_gemma":[0.00000778466,0.0002468868,0.9637452,0.00001901569,0.000006149317,0.00005363624,0.03451204,0.00006510386,0.0001417719,0.00001170646,0.001183585,0.000007163096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991791,0.0000219188,0.00003642021,0.00005981894,0.000001354494,0.00007546263,0.00008005996,0.000001512155,0.0005444178],"genre_scores_gemma":[0.9975865,0.0001734138,0.0002585541,0.00009903886,0.000004259277,0.0001606229,0.0001496193,0.000001910015,0.001566118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8239536,"threshold_uncertainty_score":0.3541664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4881432377771113,"score_gpt":0.5226560230239703,"score_spread":0.03451278524685902,"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."}}