{"id":"W3015603664","doi":"10.24095/hpcdp.40.4.03","title":"Preferred modalities for delivering continuing education to the public health workforce: a scoping review","year":2020,"lang":"en","type":"review","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Workforce; Modalities; Medical education; Enabling; Public health; Medicine; Government (linguistics); Psychology; Nursing; Public relations; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.02359573,0.001770471,0.004366484,0.02023926,0.00119459,0.005566437,0.002556286,0.002771255,0.004069527],"category_scores_gemma":[0.07178112,0.001238803,0.004576468,0.01666827,0.001479711,0.004755845,0.002667334,0.001930727,0.0005464046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005883293,"about_ca_system_score_gemma":0.02028869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01229084,"about_ca_topic_score_gemma":0.03073587,"domain_scores_codex":[0.9845413,0.005704818,0.005205918,0.0009710003,0.003131706,0.0004452422],"domain_scores_gemma":[0.9362326,0.04979941,0.006976531,0.0007810658,0.005639006,0.0005714781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001042366,0.00003520651,0.0006188212,0.6458904,0.001202209,0.00008204947,0.0006236562,0.0001648964,0.000193464,0.001552819,0.003118107,0.3464141],"study_design_scores_gemma":[0.00002833407,0.00006264979,0.0009307986,0.9522919,0.003367874,0.0001760012,0.0006228342,0.00007102882,0.0001966692,0.0004617332,0.04176965,0.00002039574],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002536807,0.9982334,0.0002215243,0.0004300624,0.0001045547,0.0001536856,0.00006981763,0.000005343328,0.0005279344],"genre_scores_gemma":[0.002731814,0.9954377,0.001066056,0.0002356033,0.00004239337,0.0003162549,0.00007358174,0.000003284695,0.00009333771],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02359573,"threshold_uncertainty_score":0.1247877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2073795913156289,"score_gpt":0.5159375693778261,"score_spread":0.3085579780621972,"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."}}