{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001681901,0.0000573742,0.00006857975,0.00004554323,0.0005111002,0.0001141912,0.0001511978,0.000053486,0.0000620874],"category_scores_gemma":[0.00008075167,0.00007102695,0.00003996919,0.0003398431,0.0001129838,0.0002324084,0.000004677384,0.0001140943,0.0005855861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001960591,"about_ca_system_score_gemma":0.004150944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08344545,"about_ca_topic_score_gemma":0.5957034,"domain_scores_codex":[0.9991404,0.000144747,0.00006694997,0.0001548453,0.0001680292,0.0003250623],"domain_scores_gemma":[0.9991757,0.0001342585,0.00002887653,0.000138203,0.0001272616,0.0003956456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000027172,0.00006740751,0.0007731573,0.00001169657,0.00005719997,0.00008905384,0.02117118,0.00001520482,0.0008041627,0.5968372,0.33195,0.04822094],"study_design_scores_gemma":[0.0000309611,0.000002591714,0.002480675,0.000007580493,0.000007494381,9.119929e-8,0.05308115,0.000001376495,0.00008717835,0.002092941,0.9421154,0.00009252827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02986539,0.0007943102,0.000004540323,0.0331564,0.0006947803,0.00005018573,0.00003492552,0.00002425231,0.9353752],"genre_scores_gemma":[0.7499602,0.00006397995,0.0001558251,0.2363297,0.001345366,0.000008786865,0.00004030448,0.00001284169,0.01208298],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9232922,"threshold_uncertainty_score":0.922658,"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."}}