{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006971502,0.0002971482,0.0007191448,0.0005323326,0.0001886778,0.000004852876,0.0003587651,0.0006566229,0.0011241],"category_scores_gemma":[0.002799086,0.0002351901,0.00009238559,0.0003711579,0.0001432294,0.00005586178,0.0002696013,0.001777326,0.0002106948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002170021,"about_ca_system_score_gemma":0.0002042486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004709491,"about_ca_topic_score_gemma":0.00001749984,"domain_scores_codex":[0.9961131,0.0006862257,0.0009601244,0.0004588252,0.001160642,0.0006210992],"domain_scores_gemma":[0.99666,0.001198214,0.0002294821,0.0006384312,0.001081668,0.0001921833],"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":[0.00006001766,0.00001373516,0.0004618895,0.01105249,0.00001631481,0.0001495413,0.01875956,1.936959e-7,0.000002107042,0.00008487009,0.9692867,0.0001125512],"study_design_scores_gemma":[0.000857359,0.0002232324,0.0004184025,0.000332347,0.0008436932,0.000001938363,0.04083005,0.000001005623,0.000001055797,0.0002765048,0.9559929,0.0002215247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01137228,0.008565186,0.0001261353,0.9180381,0.00291685,0.0009141091,0.00009403298,0.0001507524,0.05782259],"genre_scores_gemma":[0.2154145,0.0007056061,0.0001688161,0.6952997,0.07003313,0.0004436606,0.0007847036,0.0001862619,0.01696366],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2227384,"threshold_uncertainty_score":0.999789,"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."}}