{"id":"W2411170322","doi":"10.1097/pcc.0000000000000483","title":"Allocation of Resources During Crisis","year":2015,"lang":"en","type":"letter","venue":"Pediatric Critical Care Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child and Family Research Institute; BC Children's Hospital; Sunny Hill Health Centre for Children; University of British Columbia","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":[0.003897308,0.0003786276,0.0004953145,0.000575371,0.007386134,0.00485034,0.001386022,0.01535314,0.01718643],"category_scores_gemma":[0.03203152,0.0003551871,0.0004537029,0.0004950327,0.002644239,0.003740453,0.005529013,0.01406022,0.003648494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005558476,"about_ca_system_score_gemma":0.0125152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008418633,"about_ca_topic_score_gemma":0.01721566,"domain_scores_codex":[0.995358,0.00192567,0.0002602832,0.0002690076,0.0006764375,0.00151052],"domain_scores_gemma":[0.9891533,0.003613418,0.0006151068,0.0002516566,0.001421037,0.004945572],"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":[0.00005416099,0.00003798419,0.001696647,0.00009051421,0.00001329639,0.003918178,0.001282779,0.0002489154,0.0002186359,0.01450919,0.9449586,0.03297101],"study_design_scores_gemma":[0.0001035496,0.0001111666,0.005556768,0.001455249,0.00001831794,0.003876542,0.01394452,0.0009154486,0.0002299839,0.04376018,0.9299666,0.00006165618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001980006,0.001591417,0.0002737063,0.9698317,0.004234465,0.00002636958,0.00002692919,0.00002074097,0.02201472],"genre_scores_gemma":[0.1200233,0.00604999,0.001323902,0.8361027,0.01591061,0.0002146719,0.00007538157,0.00007069796,0.02022877],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01718643,"threshold_uncertainty_score":0.05749434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0682199176958836,"score_gpt":0.430478745959534,"score_spread":0.3622588282636504,"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."}}