{"id":"W1200853207","doi":"10.1213/ane.0000000000000748","title":"Managing Ebola","year":2015,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Disaster Response and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Infection control; Health care; Pandemic; Transmission (telecommunications); Outbreak; Contact tracing; Family medicine; Intensive care medicine; Medical emergency; Coronavirus disease 2019 (COVID-19); Environmental health; Disease; Infectious disease (medical specialty); Economic growth; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009341381,0.0001666796,0.0002282685,0.0001624606,0.0002710179,0.00002106245,0.0002837087,0.0000901358,0.0002978317],"category_scores_gemma":[0.00003576688,0.0001459513,0.00006706962,0.0002525204,0.00003677472,0.0001608999,0.00008291824,0.0002310592,0.004295087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009112273,"about_ca_system_score_gemma":0.0001441347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002270096,"about_ca_topic_score_gemma":0.00003785365,"domain_scores_codex":[0.9981241,0.0004281559,0.0003267765,0.0002749298,0.0003134463,0.0005325664],"domain_scores_gemma":[0.9989647,0.00008461551,0.0001151244,0.0004719687,0.00008918702,0.0002744314],"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":[0.0003235963,0.0001519575,0.02976262,0.0001874639,0.0001138974,0.001190293,0.01603776,0.00003548541,0.00006363932,0.12456,0.8108616,0.01671163],"study_design_scores_gemma":[0.0007159673,0.00008045662,0.01437432,0.00008569298,0.00004661971,0.0000219587,0.01080164,0.000168157,0.000009688737,0.006727919,0.9667501,0.0002174979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4580824,0.0005841679,0.002626533,0.03395809,0.0002892812,0.001024761,7.571886e-7,0.000529475,0.5029045],"genre_scores_gemma":[0.8845706,0.00006453583,0.0004834127,0.01591407,0.0003690284,0.0001604127,0.00001796305,0.00006156919,0.09835842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4264882,"threshold_uncertainty_score":0.9964802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08590514645229787,"score_gpt":0.3911725828015636,"score_spread":0.3052674363492658,"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."}}