{"id":"W4377013393","doi":"10.1097/ceh.0000000000000512","title":"Perceived Advantages and Disadvantages of Online Continuing Professional Development (CPD) During COVID-19: CPD Providers' Perspectives","year":2023,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Toronto","funders":"","keywords":"Continuing professional development; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Continuing education; Professional development; Medicine; Medical education; Continuing medical education; Psychology; Virology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006473093,0.0001346267,0.0002035748,0.0007417041,0.002308927,0.002052226,0.0004256782,0.0007028021,0.004163013],"category_scores_gemma":[0.03082079,0.000191554,0.0003015944,0.0005908875,0.0009297653,0.001207833,0.002198343,0.001281065,0.0002094085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00260718,"about_ca_system_score_gemma":0.00395073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01189699,"about_ca_topic_score_gemma":0.01658218,"domain_scores_codex":[0.9945514,0.002652047,0.000378434,0.0001969741,0.001175933,0.001045312],"domain_scores_gemma":[0.9599037,0.01775371,0.00726059,0.0003580129,0.005150239,0.009573739],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004553295,0.0007397741,0.7298688,0.0005661523,0.00007442157,0.001755105,0.1745474,0.0002709122,0.001558553,0.0008562869,0.007533091,0.08177409],"study_design_scores_gemma":[0.00004861771,0.0007752018,0.4717516,0.0005863283,0.00004547536,0.002486427,0.5015852,0.0007625737,0.0007350513,0.0002184125,0.02092422,0.00008086058],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905292,0.0004149436,0.00037641,0.004322814,0.00005620767,0.00004721381,0.0001481474,0.000007258122,0.004097812],"genre_scores_gemma":[0.998053,0.0003351839,0.0003800993,0.0005491793,0.00003265254,0.0000341558,0.00004570709,0.000004674414,0.0005655166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9935269,"threshold_uncertainty_score":0.03423339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611261901211179,"score_gpt":0.451957197446431,"score_spread":0.4158445784343193,"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."}}