{"id":"W4249570366","doi":"10.1503/cjs.039010","title":"1 Canadian Field Hospital in Haiti: surgical experience in earthquake relief","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Disaster Response and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Medicine; Software deployment; Medical emergency; Disaster response; Disaster planning; Emergency management; Operations management; Suicide prevention; Poison control; Engineering; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.000606219,0.0008170732,0.0002356385,0.001072392,0.01250539,0.00118664,0.001284159,0.002069851,0.008034461],"category_scores_gemma":[0.001990445,0.0005958581,0.0003596142,0.001559587,0.001953341,0.0007123649,0.00154679,0.002215663,0.0007852229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01684411,"about_ca_system_score_gemma":0.02271641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7386338,"about_ca_topic_score_gemma":0.9405167,"domain_scores_codex":[0.9987645,0.0001338972,0.00004062851,0.00007944093,0.0002351879,0.0007463767],"domain_scores_gemma":[0.9979098,0.0001026334,0.0001593001,0.00003192657,0.0003277107,0.001468573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009092686,0.003784356,0.4138015,0.001364799,0.0002052779,0.1674037,0.1447882,0.001551103,0.009500085,0.003013208,0.1429447,0.1107338],"study_design_scores_gemma":[0.0001284103,0.002557177,0.5014557,0.00081907,0.00007946883,0.06696508,0.2456282,0.0009572916,0.001383928,0.0005926545,0.1790057,0.0004274128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588257,0.002171968,0.0003353038,0.01308285,0.0005611136,0.0003713479,0.000413094,0.00004488399,0.02419368],"genre_scores_gemma":[0.9804708,0.002472256,0.0009820662,0.005903377,0.0001868836,0.0000710406,0.0002778467,0.00003772646,0.009598003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7386338,"threshold_uncertainty_score":0.5258108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07668303626292575,"score_gpt":0.3585155356703428,"score_spread":0.2818324994074171,"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."}}