{"id":"W3025615098","doi":"10.2196/19300","title":"Email Use Reconsidered in Health Professions Education: Viewpoint","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health professions; Health care; Medical education; Internet privacy; Medicine; Psychology; Public relations; Computer science; Political science","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":[0.01228812,0.0002659537,0.0003692211,0.00145179,0.00499792,0.01024413,0.001809277,0.01140806,0.003631055],"category_scores_gemma":[0.02148526,0.0002039821,0.0004291391,0.0009112392,0.01246885,0.01042458,0.004638426,0.008853161,0.0008337708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009438626,"about_ca_system_score_gemma":0.0188441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01001694,"about_ca_topic_score_gemma":0.01944838,"domain_scores_codex":[0.9914014,0.005147846,0.0003724867,0.0004405855,0.001665543,0.0009721299],"domain_scores_gemma":[0.9710203,0.01934799,0.001352985,0.0004970533,0.005273689,0.002508042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001527641,0.0004409594,0.01525926,0.003126295,0.00003438195,0.003341626,0.07880493,0.0004309808,0.0009654568,0.4504328,0.1684993,0.2785112],"study_design_scores_gemma":[0.00004956724,0.0003383322,0.01225723,0.008415645,0.00007939783,0.002418748,0.2293334,0.0005247911,0.0009028704,0.08909113,0.6565279,0.00006093672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01270908,0.02105392,0.000459483,0.9364597,0.003391895,0.00001331566,0.00001652708,0.00001491872,0.02588116],"genre_scores_gemma":[0.593475,0.03821447,0.001727656,0.3415608,0.01272481,0.00006669526,0.00002531404,0.00003674494,0.01216849],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01228812,"threshold_uncertainty_score":0.06848228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1732102391251733,"score_gpt":0.5029404513584025,"score_spread":0.3297302122332292,"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."}}