{"id":"W2626189741","doi":"10.5430/wje.v7n3p74","title":"Distance Learning in Clinical Transplantation: A Successful Model in Post-Graduate Education","year":2017,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Warrant; Blackboard (design pattern); Psychology; Process (computing); Transplantation; Computer science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001798351,0.0001178511,0.0003039487,0.0008192292,0.0001356842,0.00006727658,0.0002349688,0.00008189202,0.00005184012],"category_scores_gemma":[0.002227019,0.0001131372,0.00008376662,0.0004275398,0.00010936,0.0006139694,0.00001033705,0.001003525,0.000008562888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003468519,"about_ca_system_score_gemma":0.003938712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001151848,"about_ca_topic_score_gemma":0.0004490071,"domain_scores_codex":[0.9979609,0.0001059226,0.001196324,0.0001819535,0.0003819165,0.0001729485],"domain_scores_gemma":[0.9976834,0.0000750992,0.001005262,0.0003068551,0.0008511884,0.00007815962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000415971,0.002044343,0.5186639,0.0001724258,0.00001797823,0.000009795662,0.002406118,0.0003965259,0.000193769,0.002347143,0.003644116,0.4696879],"study_design_scores_gemma":[0.001218402,0.0001115335,0.9879662,0.001329443,0.00005994517,0.0001021556,0.001668806,0.002830936,0.00005504288,0.001561725,0.002975394,0.0001204392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700878,0.0002605558,0.001296963,0.02000079,0.002384138,0.000246443,5.105372e-7,0.00000728995,0.005715481],"genre_scores_gemma":[0.9872647,0.0004020923,0.007778347,0.001273574,0.0007727148,0.00002301029,0.00003632863,0.00001677039,0.00243246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4695675,"threshold_uncertainty_score":0.6987106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04530112741403431,"score_gpt":0.4261325081315255,"score_spread":0.3808313807174912,"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."}}