{"id":"W1980393405","doi":"10.1016/j.bpa.2012.02.002","title":"Information technology and its role in anaesthesia training and continuing medical education","year":2012,"lang":"en","type":"article","venue":"Best practice & research. Clinical anaesthesiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Continuing medical education; Anesthesia; Medical education; Medical information; Training (meteorology); Continuing education; Family 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02326556,0.0001176225,0.0003460819,0.0007094229,0.0004454754,0.00006508804,0.0002956745,0.0008731988,0.00006641967],"category_scores_gemma":[0.21714,0.000118917,0.00002599695,0.001106201,0.001323708,0.001917378,0.0001266607,0.001427125,0.0001032152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001455906,"about_ca_system_score_gemma":0.001908755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002809262,"about_ca_topic_score_gemma":0.000957321,"domain_scores_codex":[0.9931052,0.004308062,0.0007939527,0.0002527338,0.0006343908,0.0009056839],"domain_scores_gemma":[0.9873561,0.0107971,0.0003259296,0.0001890908,0.0005441291,0.00078762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000384958,0.0003097877,0.1669505,0.00001162488,0.000003250444,0.000001697261,0.027318,2.601381e-8,0.000001308597,0.06323346,0.00004897706,0.7420829],"study_design_scores_gemma":[0.0005187304,0.001010618,0.1623831,0.0001691755,0.00001900269,0.0000291644,0.2008948,0.00006335255,0.000002273282,0.006232983,0.628469,0.0002077842],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303623,0.004757208,0.000003557979,0.06048921,0.0007486583,0.000904381,4.698885e-7,0.00004605597,0.002688172],"genre_scores_gemma":[0.9772186,0.01952626,0.0008328134,0.001105448,0.0008265096,0.0004579617,0.000004752468,0.00001141646,0.00001623077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7418751,"threshold_uncertainty_score":0.8063425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1927899398715517,"score_gpt":0.5332652100439189,"score_spread":0.3404752701723672,"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."}}