{"id":"W4384626079","doi":"10.1111/petr.14572","title":"Development of a national Zoom‐based lectureship for pediatric transplant hepatology trainees","year":2023,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hepatology; Medicine; Internal medicine; Liver transplantation; Family medicine; Likert scale; Surgical oncology; Pediatric gastroenterology; Curriculum; Transplantation; General surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008617234,0.000431481,0.0001875716,0.0004998182,0.001239717,0.0009804019,0.001689612,0.0006790768,0.01188013],"category_scores_gemma":[0.01251128,0.0002975968,0.0005265418,0.0002040381,0.0004324882,0.001342719,0.00449737,0.001711379,0.002569947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451828,"about_ca_system_score_gemma":0.01212442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001550421,"about_ca_topic_score_gemma":0.005243612,"domain_scores_codex":[0.9974748,0.001141441,0.0001253899,0.0002278094,0.0004765743,0.0005538227],"domain_scores_gemma":[0.984086,0.001537965,0.001064121,0.0005816984,0.002292596,0.01043752],"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":[0.0006956353,0.004657732,0.08425835,0.001216539,0.00004854445,0.0017069,0.008103556,0.001871502,0.01274191,0.001305437,0.1225372,0.7608566],"study_design_scores_gemma":[0.001269141,0.01476693,0.4013887,0.002516375,0.0001366657,0.00718152,0.02604504,0.009518841,0.02130112,0.003038193,0.5125412,0.0002963155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8691353,0.001432296,0.0489894,0.02659668,0.00440568,0.008003764,0.001259598,0.0032443,0.03693298],"genre_scores_gemma":[0.7833079,0.00150758,0.183314,0.005496934,0.001179531,0.006466873,0.001762124,0.0001733124,0.01679178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01188013,"threshold_uncertainty_score":0.04557288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03897153465957154,"score_gpt":0.3341416694079025,"score_spread":0.295170134748331,"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."}}