{"id":"W4416368129","doi":"10.2196/77980","title":"Live Podcasting as an Educational Intervention in Dentomaxillofacial Radiology: Controlled Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Albert-Ludwigs-Universität Freiburg","keywords":"Intervention (counseling); Cohort study; Cohort; Behaviour change; Data collection; Psychological intervention","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":[0.006771252,0.001210331,0.001658928,0.0007688514,0.001612676,0.0009995259,0.001491346,0.001950815,0.003569574],"category_scores_gemma":[0.007296914,0.0007588888,0.00209691,0.0006400254,0.001591144,0.0008920897,0.0009120157,0.001584757,0.0004881272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001777763,"about_ca_system_score_gemma":0.004258209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008557,"about_ca_topic_score_gemma":0.009826167,"domain_scores_codex":[0.9952272,0.001877345,0.0003817313,0.001023938,0.0008190774,0.0006706737],"domain_scores_gemma":[0.9944825,0.001688616,0.001232039,0.0008939584,0.0007537522,0.0009491819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3510054,0.4080382,0.1490697,0.003112924,0.00308334,0.0008693294,0.004898153,0.0004798856,0.01060596,0.000358301,0.002734052,0.06574472],"study_design_scores_gemma":[0.1155011,0.6091236,0.264258,0.0003244666,0.001982769,0.0001741681,0.002194868,0.0007337549,0.002790926,0.0001465051,0.002658928,0.0001108576],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915353,0.0003054621,0.0003321437,0.00005305012,0.0001152056,0.007153399,0.0002264093,0.000014223,0.000264747],"genre_scores_gemma":[0.9782224,0.0004464412,0.001578617,0.0002041082,0.0002030063,0.01806274,0.0003429852,0.000008157291,0.0009316248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008557,"threshold_uncertainty_score":0.03581023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03182339045270505,"score_gpt":0.4757789937440424,"score_spread":0.4439556032913373,"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."}}