{"id":"W4230439547","doi":"10.1007/s43678-021-00101-2","title":"Letter to the Editor","year":2021,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.002481102,0.0008893844,0.001384367,0.001223619,0.005961905,0.00457571,0.001595427,0.03605474,0.01604918],"category_scores_gemma":[0.02574167,0.0007123055,0.001049608,0.0006891057,0.002016131,0.002274258,0.001361957,0.02346298,0.01066764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00542718,"about_ca_system_score_gemma":0.01002737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01656222,"about_ca_topic_score_gemma":0.02512948,"domain_scores_codex":[0.9971703,0.0006182292,0.0002224744,0.0003784977,0.00100492,0.0006055065],"domain_scores_gemma":[0.9939929,0.00180955,0.0003294476,0.0001780888,0.001924091,0.001766006],"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":[0.00002203126,0.00001356912,0.0002986332,0.00002145081,0.000006576195,0.002664185,0.00007183859,0.00002780711,0.0000357034,0.001061021,0.9934795,0.002297597],"study_design_scores_gemma":[0.000058776,0.00002539801,0.0009577801,0.000242852,0.00001963522,0.004037627,0.0005265533,0.0002284335,0.000111671,0.003947361,0.9897972,0.00004659881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0005235679,0.001627819,0.00005080226,0.9113684,0.06879885,0.00002167939,0.00005769962,0.00003258738,0.01751852],"genre_scores_gemma":[0.00679514,0.00136074,0.0001288243,0.9032426,0.05167756,0.00004318865,0.00003446321,0.0000334925,0.036684],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03605474,"threshold_uncertainty_score":0.05368984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05935160490396912,"score_gpt":0.3502809228431101,"score_spread":0.290929317939141,"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."}}