{"id":"W3171738954","doi":"10.2196/29157","title":"Creation of a Student-Run Medical Education Podcast: Tutorial","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Publishing; Session (web analytics); Psychology; Computer science; Medicine; World Wide Web; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00195261,0.0001493207,0.0002949342,0.0001765733,0.0003555181,0.00005934662,0.0004370556,0.0006213358,0.008339048],"category_scores_gemma":[0.04093876,0.0001652245,0.00009930541,0.001106373,0.0004466173,0.0003012887,0.00005574527,0.0004238009,0.00009519255],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006882343,"about_ca_system_score_gemma":0.07976928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003827535,"about_ca_topic_score_gemma":0.001908654,"domain_scores_codex":[0.9943119,0.0008870964,0.0007463333,0.0003975711,0.003264658,0.0003924249],"domain_scores_gemma":[0.9958707,0.001110618,0.0003550163,0.0003344953,0.001225608,0.00110355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003438815,0.005711472,0.06912543,0.0001881094,0.00003000429,0.000002647796,0.09066946,1.755646e-7,0.00004680127,0.0930058,0.03907679,0.7021089],"study_design_scores_gemma":[0.001003967,0.0001103713,0.2624016,0.0009435036,0.00007524955,0.00001608157,0.06405973,0.00003286784,0.0001874794,0.00591907,0.6648331,0.0004169812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8496084,0.00101418,0.00005915688,0.07251018,0.05311751,0.001551846,0.000002663351,0.0001145856,0.02202149],"genre_scores_gemma":[0.9720679,0.0008027362,0.0006883602,0.00302728,0.01976856,0.002331079,0.0002266734,0.00003027899,0.001057126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7016919,"threshold_uncertainty_score":0.9925675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04140637447111004,"score_gpt":0.4874824895528783,"score_spread":0.4460761150817683,"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."}}