{"id":"W3012682519","doi":"10.2196/16946","title":"Finding the Best Way to Deliver Online Educational Content in Low-Resource Settings: Qualitative Survey Study","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Health and Social Care; National Institute for Health and Care Research; Government of the United Kingdom","keywords":"Health care; Medicine; Phone; The Internet; Resource (disambiguation); Nursing; Best practice; Medical education; Business; Medical emergency; Political science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01174349,0.000346829,0.0007302089,0.001439545,0.004411384,0.002727181,0.001300381,0.001148673,0.003319661],"category_scores_gemma":[0.01910537,0.0006289647,0.0004007075,0.001488319,0.002764481,0.003453002,0.003391001,0.001589237,0.0004591098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004040255,"about_ca_system_score_gemma":0.006683471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009359926,"about_ca_topic_score_gemma":0.01218528,"domain_scores_codex":[0.9924605,0.005309442,0.0003211137,0.0003434609,0.0004701294,0.001095269],"domain_scores_gemma":[0.9842514,0.01014132,0.001287334,0.000297376,0.002214574,0.001808094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006221413,0.0002457638,0.02324577,0.0008309272,0.00001573947,0.0007554867,0.9593608,0.00004995319,0.001038234,0.001037632,0.001441636,0.01191569],"study_design_scores_gemma":[0.000007037427,0.00009257076,0.003370297,0.0002561414,0.000005591022,0.0001015668,0.9914446,0.0001051619,0.0001734745,0.0001457271,0.004286023,0.00001173318],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925574,0.0005729399,0.001558804,0.001969602,0.00003380479,0.000686085,0.0003224515,0.00001310595,0.002285792],"genre_scores_gemma":[0.9935546,0.000958826,0.001735884,0.001327471,0.00001040699,0.0008850253,0.000122895,0.0000127672,0.0013922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01174349,"threshold_uncertainty_score":0.06210631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09806388810275099,"score_gpt":0.4331871309813616,"score_spread":0.3351232428786106,"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."}}