{"id":"W4254480347","doi":"10.3109/0142159x.2011.628888","title":"eMedical Teacher","year":2011,"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":"Medical education; Psychology; Mathematics education; Computer science; 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":[0.001028997,0.0004562094,0.0004973467,0.00154825,0.00701321,0.0048473,0.0007055394,0.00273015,0.4071417],"category_scores_gemma":[0.005656818,0.0004356333,0.0003762458,0.0006724941,0.001161469,0.002091443,0.00410494,0.003388113,0.2348557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00258776,"about_ca_system_score_gemma":0.008734173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002327951,"about_ca_topic_score_gemma":0.01183912,"domain_scores_codex":[0.9986373,0.00018191,0.00006257063,0.0001914232,0.0005166586,0.0004100855],"domain_scores_gemma":[0.9896669,0.0004884226,0.0004374085,0.0003929005,0.00268515,0.006329127],"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":[0.00005735375,0.0002036676,0.002190873,0.0001811512,0.000003614381,0.0003674498,0.0007542751,0.00003544505,0.001246938,0.00857725,0.9129713,0.07341081],"study_design_scores_gemma":[0.000006780312,0.00004053007,0.003199592,0.0000719902,0.000002470714,0.0004176755,0.0007837875,0.0000281153,0.0002479221,0.0005891326,0.9946073,0.00000466148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007554361,0.002426914,0.0007662484,0.07041974,0.01414057,0.0001319379,0.0004844239,0.0004593825,0.9036165],"genre_scores_gemma":[0.008485459,0.000519742,0.000225281,0.005576925,0.00100527,0.00002455608,0.00006577781,0.00004396343,0.9840531],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4071417,"threshold_uncertainty_score":0.8456404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05125958679537847,"score_gpt":0.3472276247093402,"score_spread":0.2959680379139618,"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."}}