{"id":"W4386944209","doi":"10.1007/s43678-023-00591-2","title":"Clinical adaptations for advanced career emergency physicians: an approach to support practice transition","year":2023,"lang":"en","type":"editorial","venue":"Canadian Journal of Emergency Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Transition (genetics); Medical education; Clinical Practice; Emergency physician; Psychology; Medicine; Emergency department; Nursing","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":[0.02681122,0.003757421,0.003614716,0.006568704,0.00749088,0.01555931,0.005980188,0.05276698,0.01452434],"category_scores_gemma":[0.1167998,0.001519122,0.004057017,0.003205823,0.005327784,0.006892014,0.003629584,0.04349326,0.007241024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01127961,"about_ca_system_score_gemma":0.02681199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01255244,"about_ca_topic_score_gemma":0.04976783,"domain_scores_codex":[0.9803753,0.004470828,0.002914288,0.001401164,0.009548273,0.001290167],"domain_scores_gemma":[0.8434999,0.07546935,0.006474619,0.0029901,0.05225917,0.0193068],"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":[0.00001625795,0.0000170931,0.00002715025,0.0003819456,0.00001602045,0.00008244118,0.00004967117,0.00001921873,0.0000151594,0.0003208123,0.994351,0.004703236],"study_design_scores_gemma":[0.0001400799,0.00004180849,0.0005223384,0.002322443,0.0001291266,0.0002128749,0.0003991054,0.0001584727,0.00005293809,0.001354608,0.9946229,0.00004334097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002634422,0.003671481,0.00007252635,0.07162447,0.9235641,0.00003651072,0.00002047269,0.00002430172,0.0009598258],"genre_scores_gemma":[0.0004822246,0.005558444,0.0001970971,0.03898053,0.9512144,0.00006281526,0.00001824015,0.0000224382,0.003463704],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05276698,"threshold_uncertainty_score":0.141793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1548802498284278,"score_gpt":0.4703004747852378,"score_spread":0.31542022495681,"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."}}