{"id":"W2625406197","doi":"10.4300/jgme-d-17-00015.1","title":"Podcasting in Medical Education: How Long Should an Educational Podcast Be?","year":2017,"lang":"en","type":"letter","venue":"Journal of Graduate Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Active listening; Graduate medical education; Medical education; Medicine; Psychology; Accreditation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.009150938,0.0005122782,0.00101145,0.001260524,0.00105962,0.0005776397,0.002630236,0.002629002,0.002819493],"category_scores_gemma":[0.158275,0.0005136103,0.0003100471,0.000766472,0.001186691,0.001527264,0.00009028146,0.00720658,0.00003424284],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002486331,"about_ca_system_score_gemma":0.1806563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006773006,"about_ca_topic_score_gemma":0.004613081,"domain_scores_codex":[0.9862089,0.002214742,0.001817609,0.0006628539,0.008054038,0.001041813],"domain_scores_gemma":[0.9870064,0.003829459,0.003447963,0.00074436,0.00274895,0.002222904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000162643,0.001150975,0.009022486,0.0002279294,0.00003302702,0.00008447597,0.01228593,1.968728e-7,2.226813e-7,0.0005812379,0.8130363,0.163561],"study_design_scores_gemma":[0.0004935167,0.0001490901,0.02580561,0.003381241,0.000120676,0.0004938226,0.007344155,0.00002902188,0.000001219192,0.004434386,0.9571534,0.0005938677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02956355,0.001322652,0.00002215915,0.9012468,0.06465058,0.0009302925,0.00000600607,0.00002837924,0.002229515],"genre_scores_gemma":[0.06650636,0.002800639,0.001443772,0.6286576,0.2940934,0.0008299903,0.0009356739,0.0002031908,0.004529272],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2725892,"threshold_uncertainty_score":0.999841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2650472194085818,"score_gpt":0.49102100320938,"score_spread":0.2259737838007982,"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."}}