{"id":"W4404523164","doi":"10.17269/s41997-024-00967-6","title":"Implementation of a paraprofessional role across the public health sector in Manitoba: Impacts on system capacity","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Manitoba Health","funders":"","keywords":"Public health; Medicine; Gonorrhea; Nursing; Health care; Business; Mentorship; Surge Capacity; Public sector; Outreach; Public relations; Environmental health; Family medicine; Medical education; Political science; Disease; Coronavirus disease 2019 (COVID-19); Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009593495,0.0004267449,0.0003243929,0.001267251,0.008574185,0.005496888,0.004993648,0.003222057,0.006605216],"category_scores_gemma":[0.01537277,0.0006319601,0.0005390579,0.00154137,0.004587033,0.002001511,0.01146411,0.003598019,0.0005243312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05289153,"about_ca_system_score_gemma":0.2217111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7489054,"about_ca_topic_score_gemma":0.8874409,"domain_scores_codex":[0.9860018,0.004527515,0.0003896701,0.0004805922,0.001419964,0.007180419],"domain_scores_gemma":[0.9605384,0.004714697,0.001912615,0.0009479955,0.00790727,0.02397901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001096543,0.008351836,0.6444679,0.001197824,0.0003282286,0.005417004,0.1053191,0.004469485,0.01246283,0.01317626,0.01157419,0.1921388],"study_design_scores_gemma":[0.0002589607,0.001885563,0.6959928,0.0007365109,0.0001161786,0.0003453104,0.2793449,0.002609638,0.001253707,0.001487859,0.01585871,0.0001097282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774918,0.0002265184,0.0002975317,0.01350645,0.0000876517,0.0003067107,0.0001230801,0.0000396485,0.007920583],"genre_scores_gemma":[0.9939018,0.0001792187,0.0006995486,0.002305795,0.00001846405,0.0001263747,0.00008050773,0.000007964953,0.002680203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7489054,"threshold_uncertainty_score":0.5051466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1345575881922411,"score_gpt":0.4726423912178838,"score_spread":0.3380848030256427,"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."}}