{"id":"W3199426430","doi":"10.1007/s12630-021-02116-w","title":"Code Red will become Code Blue for humanity: an urgent call for action in the anesthesia community","year":2021,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Code (set theory); Call to action; Humanity; Action (physics); Computer science; Computer security; Political science; Programming language; Business; Law; Advertising; Physics","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":[0.00898393,0.0009094272,0.002107112,0.001224299,0.01849418,0.009698923,0.003196262,0.1606356,0.02271955],"category_scores_gemma":[0.0539749,0.001516342,0.002230107,0.001167016,0.008984847,0.008985798,0.004853841,0.1159102,0.01134272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01246738,"about_ca_system_score_gemma":0.05248491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05433733,"about_ca_topic_score_gemma":0.1154544,"domain_scores_codex":[0.989055,0.00168264,0.0009447375,0.0009842283,0.004318994,0.003014419],"domain_scores_gemma":[0.9510333,0.01450137,0.002138869,0.001162499,0.0098966,0.02126739],"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":[0.00002194881,0.00003392839,0.0002999488,0.00002612421,0.000006034813,0.0007028897,0.0001898866,0.00001994504,0.0000920332,0.002739194,0.992458,0.003410198],"study_design_scores_gemma":[0.00009186237,0.00006175812,0.001199779,0.000424258,0.00002237287,0.0009175065,0.001649758,0.0003027585,0.0001018864,0.01032207,0.9848039,0.0001019613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001131622,0.00029578,0.00003418754,0.9893495,0.008465784,0.000005599622,0.00001440859,0.00001494378,0.001706626],"genre_scores_gemma":[0.001150624,0.0003173424,0.0001325688,0.9806504,0.009525278,0.00001974113,0.00001274581,0.00002540193,0.008166048],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1606356,"threshold_uncertainty_score":0.1080421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063420752172105,"score_gpt":0.3117705804866295,"score_spread":0.2054285052694191,"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."}}