{"id":"W4243153754","doi":"10.3109/0142159x.2011.553125","title":"eMedical Teacher","year":2011,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University","funders":"","keywords":"Psychology; Medical 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":[0.001119067,0.0004563298,0.0004573395,0.001511438,0.01015241,0.004486184,0.0008303405,0.003288844,0.4417798],"category_scores_gemma":[0.005097128,0.0005013415,0.000444255,0.0007195745,0.001194612,0.002370221,0.004647611,0.00380498,0.2038974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003108176,"about_ca_system_score_gemma":0.01179274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005911893,"about_ca_topic_score_gemma":0.03211908,"domain_scores_codex":[0.998417,0.00020195,0.00007183493,0.0002112629,0.0004653671,0.0006324738],"domain_scores_gemma":[0.9883307,0.0004441979,0.0003665791,0.0002960726,0.002762028,0.007800457],"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":[0.00003690202,0.0001436606,0.002295833,0.0001358019,0.000002658765,0.0003552712,0.0005967137,0.00002564542,0.0006974012,0.004362419,0.9504691,0.04087874],"study_design_scores_gemma":[0.000006628097,0.00004153015,0.004305692,0.00007918949,0.000002135152,0.0003639103,0.001486686,0.00001996272,0.0001614782,0.0004144972,0.9931132,0.000005026115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008580418,0.00244793,0.0004829052,0.1034737,0.01908967,0.0001410271,0.0006905183,0.0004094882,0.8646842],"genre_scores_gemma":[0.008058994,0.0004746497,0.0001450983,0.008966025,0.001126594,0.00002337065,0.00008835657,0.00004014654,0.9810767],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4417798,"threshold_uncertainty_score":0.7962334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1245183318701907,"score_gpt":0.4604041296195783,"score_spread":0.3358857977493876,"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."}}