{"id":"W2002034597","doi":"10.3109/0142159x.2014.941793","title":"Ahistorical perspectives on educational technologies","year":2014,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University","funders":"","keywords":"MEDLINE; Computer science; Data science; Engineering ethics; Political science; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.003304766,0.0007632331,0.0004236884,0.003209772,0.003631607,0.01232425,0.001481567,0.009878162,0.01717461],"category_scores_gemma":[0.006331052,0.0002936476,0.0004797227,0.001809104,0.02773378,0.01236581,0.004362407,0.008423788,0.001664806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004700181,"about_ca_system_score_gemma":0.001964253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002202553,"about_ca_topic_score_gemma":0.001912573,"domain_scores_codex":[0.9966069,0.001900016,0.0001239328,0.0002330688,0.0008418952,0.000294199],"domain_scores_gemma":[0.9931521,0.005272252,0.0002741299,0.0003293329,0.0005408961,0.0004312539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003048622,0.00001140199,0.00002463265,0.00002717943,8.792751e-7,0.00002655902,0.0004422128,0.00009393459,0.00002916092,0.9948466,0.002253496,0.002240918],"study_design_scores_gemma":[0.00001464238,0.00002807142,0.0001469861,0.0002561492,0.000003791381,0.0002257673,0.001510137,0.0006776067,0.0001736945,0.7464797,0.2504718,0.0000116282],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.005809598,0.02511897,0.03012164,0.2157954,0.004727412,0.00003079412,0.0001047821,0.0000799879,0.7182115],"genre_scores_gemma":[0.7369375,0.04619223,0.01296518,0.05224514,0.01815714,0.0003191989,0.0001730602,0.0001929153,0.1328176],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01717461,"threshold_uncertainty_score":0.05745476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02637352767562036,"score_gpt":0.3675277411818524,"score_spread":0.341154213506232,"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."}}