{"id":"W2338040333","doi":"10.21037/hbsn.2016.03.04","title":"Societal reintegration following cadaveric orthotopic liver transplantation","year":2016,"lang":"en","type":"article","venue":"HepatoBiliary Surgery and Nutrition","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Cadaveric spasm; Liver transplantation; Transplantation; Surgery; Orthotopic liver transplantation; General surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.000190831,0.0001195583,0.0002159276,0.000109173,0.00009047876,0.00001235717,0.00001633426,0.0001096311,0.000105769],"category_scores_gemma":[0.00001873654,0.00008408818,0.0001874657,0.0001141793,0.00003661138,0.0003088083,0.000002683848,0.00006687498,0.00001189904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003710522,"about_ca_system_score_gemma":0.00003245255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002856179,"about_ca_topic_score_gemma":0.00001420608,"domain_scores_codex":[0.9991971,0.00005101689,0.0002420421,0.0002134828,0.0001515207,0.0001448446],"domain_scores_gemma":[0.999528,0.000214965,0.00004852566,0.00009598508,0.00003588754,0.00007665566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009529703,0.0003792678,0.8771259,0.003136812,0.00009197093,0.001086608,0.0005162673,2.906858e-8,0.05935432,0.0006535337,0.002607677,0.05409465],"study_design_scores_gemma":[0.00382777,0.0004504236,0.6804184,0.002854389,0.0006430186,0.001442961,0.000178364,0.0001251679,0.3004235,0.001202257,0.007791535,0.0006421785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925162,0.000508308,0.005207784,0.0009313495,0.0001522374,0.0003336215,0.00002290514,0.0001648198,0.0001628012],"genre_scores_gemma":[0.9689783,0.02948972,0.0006482882,0.0003013069,0.00008531458,0.00004369998,0.000130239,0.00001390029,0.0003092779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2410692,"threshold_uncertainty_score":0.3429017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703427609742439,"score_gpt":0.2490256305114966,"score_spread":0.2319913544140722,"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."}}