{"id":"W4362672751","doi":"10.1016/j.hansur.2023.04.001","title":"Nomadic plastic surgery: from healthcare huts to war-zones. Our experience over 30 years","year":2023,"lang":"en","type":"article","venue":"Hand surgery & rehabilitation","topic":"Bone fractures and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Medicine; Humanities; Psychological intervention; General surgery; Surgery; History; Nursing; Art; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002312885,0.0001919914,0.0004842492,0.0003452841,0.000119332,0.00003061943,0.0000392625,0.000103093,0.0001340852],"category_scores_gemma":[0.001581652,0.0001740586,0.0002221613,0.0005959059,0.00004031592,0.0001297768,0.00002763995,0.0001066266,0.0005213002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395795,"about_ca_system_score_gemma":0.0001661069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129954,"about_ca_topic_score_gemma":0.0001043866,"domain_scores_codex":[0.9981987,0.0001004028,0.0004190926,0.0004704151,0.0004256023,0.0003857426],"domain_scores_gemma":[0.9960101,0.003132804,0.00008994128,0.000365578,0.0001004732,0.0003011127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002411328,0.0001407417,0.9347354,0.00008717885,0.00004310133,0.0001793216,0.004120362,0.00001299284,0.0004732839,0.00001075894,0.03100055,0.02895523],"study_design_scores_gemma":[0.0003380447,0.0001236198,0.9909161,0.0003228915,0.00002998516,0.000004461212,0.001280719,0.00008414221,0.0001177971,0.0001321471,0.006490358,0.0001596985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945743,0.0004099002,0.00003280276,0.002894718,0.001505032,0.0003601636,0.00006326071,0.0001459998,0.00001382607],"genre_scores_gemma":[0.998468,0.00004370953,0.0001176439,0.000490399,0.0002025592,0.0001590506,0.0003507675,0.00003926194,0.0001286487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05618079,"threshold_uncertainty_score":0.7097902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02541295982472398,"score_gpt":0.3069936647453261,"score_spread":0.2815807049206022,"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."}}