{"id":"W1966316993","doi":"10.1007/s00268-014-2855-x","title":"Operative Procedures in the Elderly in Low‐Resource Settings: A Review of Médecins Sans Frontières Facilities","year":2014,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Abdominal surgery; Vascular surgery; Population; Cardiothoracic surgery; Developing country; American society of anesthesiologists; Surgery; Cardiac surgery; General surgery; Environmental health","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":[0.002094685,0.0004943878,0.0004715424,0.006374733,0.0006439353,0.000982958,0.0005806194,0.0005881868,0.001709207],"category_scores_gemma":[0.005263518,0.0002884601,0.0004840175,0.006893476,0.0007371307,0.001303329,0.0005723924,0.0005324059,0.0002471784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541828,"about_ca_system_score_gemma":0.002822092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008992781,"about_ca_topic_score_gemma":0.01876818,"domain_scores_codex":[0.9980626,0.0004458578,0.0007585516,0.0002342504,0.0003688676,0.0001299456],"domain_scores_gemma":[0.9912821,0.003087802,0.004002881,0.000104902,0.001075837,0.0004465027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003039477,0.0001787674,0.4569415,0.03850694,0.0003766093,0.006444497,0.003945117,0.0004878015,0.001387108,0.0008139486,0.02044503,0.4701688],"study_design_scores_gemma":[0.00002384533,0.0003695682,0.8574293,0.03352108,0.0003503073,0.01979032,0.007956686,0.0002246684,0.0004463869,0.0001278055,0.07969367,0.00006637803],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08570423,0.9087484,0.000184564,0.002309114,0.0003256144,0.00004828908,0.0004599082,0.00001618634,0.002203554],"genre_scores_gemma":[0.1801313,0.8175529,0.0005481231,0.0007309988,0.0003842028,0.00004841604,0.0003732138,0.000006011455,0.0002247675],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008992781,"threshold_uncertainty_score":0.01788092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03882159046369985,"score_gpt":0.3455470380968663,"score_spread":0.3067254476331664,"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."}}