{"id":"W2614484208","doi":"10.1017/cem.2017.339","title":"CAEP 2016 Academic Symposium: How to have an impact as an emergency medicine educator and scholar","year":2017,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of Toronto; McGill University; University of Saskatchewan; McGill University Health Centre; McMaster University; University of Ottawa","funders":"China Academy of Engineering Physics","keywords":"Snowball sampling; Medical education; Medicine; Nature versus nurture; Set (abstract data type); Career Pathways; Psychology; Sociology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009832645,0.0009307413,0.001868358,0.005058575,0.002623092,0.006270562,0.002110919,0.007845326,0.01788551],"category_scores_gemma":[0.02464462,0.000451602,0.001486759,0.00399775,0.001954617,0.005942759,0.005649696,0.007488837,0.003532222],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005426249,"about_ca_system_score_gemma":0.03292399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01250097,"about_ca_topic_score_gemma":0.04084432,"domain_scores_codex":[0.9957328,0.001152152,0.0005052582,0.0003062297,0.001652962,0.0006505128],"domain_scores_gemma":[0.9804427,0.006072728,0.001267454,0.0002682269,0.006272242,0.005676702],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001061763,0.000186203,0.0004316371,0.02797491,0.0001745294,0.0001501298,0.0004370401,0.00004813072,0.0001334226,0.004293358,0.3398348,0.6262296],"study_design_scores_gemma":[0.00006214454,0.00005840897,0.001212252,0.0364748,0.0002061776,0.0002430087,0.000584409,0.00001339502,0.00007322033,0.001185428,0.9598628,0.00002401071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000150494,0.963871,0.00006385858,0.02451172,0.008127276,0.0000281813,0.00004383694,0.00001519305,0.003188401],"genre_scores_gemma":[0.003313559,0.9669856,0.0006342916,0.02146404,0.004011808,0.00006698904,0.000112182,0.00001361492,0.003397917],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9945738,"threshold_uncertainty_score":0.05983299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2272506924531053,"score_gpt":0.5185227917710459,"score_spread":0.2912720993179405,"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."}}