{"id":"W4295012190","doi":"10.1016/j.jogc.2022.08.016","title":"Hands-On Training in a Digital World: A Novel Simulation-Based Virtual Training Program for Placement and Removal of the Subdermal Contraceptive Implant","year":2022,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Merck Canada Inc. (Canada); University of Manitoba; Ottawa Hospital; University of Ottawa","funders":"Tata Consultancy Services","keywords":"Medicine; Etonogestrel; Medical education; Virtual training; Webcast; Virtual reality; Population; Nursing; Family planning; Multimedia; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005023492,0.0006193727,0.0001855268,0.0002810843,0.000428941,0.0005414511,0.001174071,0.0007370962,0.01068625],"category_scores_gemma":[0.001095616,0.0001949096,0.0004122321,0.0001249757,0.0003853227,0.0004313101,0.001645258,0.000797434,0.001076933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002759658,"about_ca_system_score_gemma":0.001189762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001648612,"about_ca_topic_score_gemma":0.003482528,"domain_scores_codex":[0.9997513,0.00007991504,0.000009384822,0.00003909179,0.00004704482,0.0000732507],"domain_scores_gemma":[0.9996281,0.000115785,0.0000155283,0.00003084765,0.0000143991,0.0001954086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003327386,0.08538351,0.01166925,0.0004948966,0.0001113665,0.005508178,0.004484112,0.02309216,0.04924707,0.002759635,0.02080872,0.7931138],"study_design_scores_gemma":[0.01252094,0.1163279,0.161081,0.001324162,0.0006267728,0.04437001,0.0100183,0.3688411,0.06494811,0.01387355,0.2047526,0.001315537],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9062353,0.0001975287,0.05913998,0.001477861,0.0004178027,0.00136991,0.0002048203,0.00113549,0.02982127],"genre_scores_gemma":[0.8909242,0.0003206676,0.09216978,0.0007099195,0.0001130636,0.001125801,0.0002027533,0.00008199127,0.01435183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01068625,"threshold_uncertainty_score":0.03574908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03937798493886291,"score_gpt":0.3115225787742268,"score_spread":0.2721445938353639,"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."}}