{"id":"W2472567458","doi":"10.5500/wjt.v6.i2.356","title":"Impact of body mass index on outcomes of 48281 patients undergoing first time cadaveric liver transplantation","year":2016,"lang":"en","type":"article","venue":"World Journal of Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria General Hospital; Dalhousie University","funders":"","keywords":"Medicine; Underweight; Body mass index; Overweight; Internal medicine; Cohort; Liver transplantation; Perioperative; Univariate analysis; Surgery; Proportional hazards model; Transplantation; Gastroenterology; Multivariate analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0002198028,0.0002261256,0.0005804662,0.0007230516,0.00004598807,0.000007384199,0.0001246824,0.00009151068,0.0003086034],"category_scores_gemma":[0.00002595904,0.0001417704,0.0004190001,0.0002849163,0.00006460943,0.0003134638,0.000001920712,0.0001551387,0.00001001022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001455948,"about_ca_system_score_gemma":0.0001350275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004755221,"about_ca_topic_score_gemma":0.00006104924,"domain_scores_codex":[0.9979961,0.00006968911,0.0009699856,0.0001499347,0.0006192786,0.0001950171],"domain_scores_gemma":[0.9981678,0.0004831186,0.000777218,0.0001455797,0.0003073348,0.0001189703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003856005,0.0003366298,0.9804861,0.001191502,0.0003308307,0.0001177102,0.0005241183,0.000103449,0.0116404,0.00008633202,0.00008673401,0.001240196],"study_design_scores_gemma":[0.006783453,0.001684146,0.9455841,0.001511186,0.0007032808,0.00009539769,0.000007433341,0.00002298703,0.04337974,0.0000749523,0.000009636347,0.0001437046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874794,0.00004354164,0.01109204,0.0002295498,0.0001236773,0.0002910035,0.0002296981,0.00002425582,0.0004868027],"genre_scores_gemma":[0.9927312,0.005824315,0.001043739,0.00004962412,0.00003822193,0.000001778717,0.00005451925,0.00003045558,0.0002261167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03490201,"threshold_uncertainty_score":0.5781231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008207586768514283,"score_gpt":0.2625191467608029,"score_spread":0.2543115599922886,"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."}}