{"id":"W4285488386","doi":"10.46747/cfp.6702e68","title":"Code blue","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burnaby Hospital","funders":"","keywords":"Code (set theory); Computer science; Grief; Computer security; Medicine; Programming language; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001198098,0.0008575922,0.0004626552,0.001529341,0.004611734,0.004361243,0.002104947,0.002596833,0.7711713],"category_scores_gemma":[0.01222382,0.0006010675,0.0005703701,0.001313071,0.001239319,0.003604094,0.004145202,0.003539936,0.595058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00423324,"about_ca_system_score_gemma":0.008802218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1794275,"about_ca_topic_score_gemma":0.2556677,"domain_scores_codex":[0.9985671,0.000133211,0.0000367348,0.0001189411,0.0008162496,0.0003277008],"domain_scores_gemma":[0.9906997,0.0006558402,0.0002423489,0.0006309319,0.005867053,0.001904234],"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":[0.000002329563,0.000002132289,0.00003134108,0.00001130094,1.763539e-7,0.00001102139,0.00003597991,0.000004776472,0.00001409621,0.0006274529,0.9934999,0.005759528],"study_design_scores_gemma":[0.000002902844,0.000001763309,0.0001460778,0.00003186678,3.815842e-7,0.00003576208,0.00007588398,0.0000145981,0.00002735353,0.0002854941,0.9993721,0.000005875852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003372331,0.0002980375,0.002461817,0.01986733,0.004539314,0.0002478946,0.007285052,0.01187473,0.9530886],"genre_scores_gemma":[0.003168952,0.0004122265,0.0019887,0.01390937,0.0005847136,0.0001797067,0.004518603,0.005016729,0.970221],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7711713,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07290254737324896,"score_gpt":0.3291098240962074,"score_spread":0.2562072767229585,"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."}}