{"id":"W2474858264","doi":"10.3109/0142159x.2013.808923","title":"eMedical Teacher","year":2013,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University","funders":"","keywords":"Psychology; Medical education; Mathematics education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00104309,0.0004439823,0.0004806538,0.00159017,0.006881848,0.004825706,0.0007141049,0.002726595,0.4111132],"category_scores_gemma":[0.0058611,0.0004260433,0.0003735837,0.0006900918,0.001192556,0.002116374,0.004218628,0.00331782,0.2297197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002628827,"about_ca_system_score_gemma":0.009358237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002339127,"about_ca_topic_score_gemma":0.01184931,"domain_scores_codex":[0.9986055,0.000188334,0.0000634786,0.0001943136,0.0005215464,0.0004268852],"domain_scores_gemma":[0.9888805,0.0005249811,0.0004723629,0.000405589,0.002839473,0.006877108],"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":[0.00005841803,0.0002195963,0.002426247,0.0001924368,0.000003785836,0.0003834681,0.0007820458,0.00003671625,0.001270719,0.008959041,0.909199,0.07646869],"study_design_scores_gemma":[0.000007318881,0.00004295282,0.003612531,0.00007956357,0.000002621556,0.0004556274,0.0008635963,0.00002982445,0.0002548969,0.0006445891,0.9940016,0.000004947511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007873643,0.002343533,0.0007825415,0.06820212,0.01314152,0.000135404,0.0004888205,0.0004574453,0.9065751],"genre_scores_gemma":[0.00943125,0.0005312409,0.0002474334,0.005832999,0.001015646,0.00002626181,0.00007011541,0.00004577306,0.9827994],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4111132,"threshold_uncertainty_score":0.8399756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798077443581735,"score_gpt":0.3362383356583371,"score_spread":0.3182575612225197,"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."}}