{"id":"W2006402692","doi":"10.1007/s40472-014-0021-x","title":"Measuring Outcome in Upper-Extremity Transplantation","year":2014,"lang":"en","type":"article","venue":"Current Transplantation Reports","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Replantation; Outcome (game theory); Immunosuppression; Amputation; Transplantation; Surgery; Physical therapy; Intensive care medicine; General surgery; Internal medicine","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":[0.005392337,0.0004772557,0.0007343286,0.001836536,0.0008654283,0.001755193,0.000806626,0.0006184351,0.00161593],"category_scores_gemma":[0.01999552,0.0001351379,0.0008190891,0.001757338,0.0007316215,0.001471705,0.001830826,0.001220148,0.0004632803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108232,"about_ca_system_score_gemma":0.001273496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002412094,"about_ca_topic_score_gemma":0.003461017,"domain_scores_codex":[0.9959136,0.002055429,0.0005172792,0.0001867585,0.0007575906,0.0005693932],"domain_scores_gemma":[0.9881158,0.003730815,0.004247949,0.0004430338,0.001799381,0.001663057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002257168,0.0002494018,0.9833935,0.00004781231,0.00009128077,0.00004369028,0.0001537193,0.0001568788,0.00007905073,0.0001244909,0.0003413629,0.01509314],"study_design_scores_gemma":[0.00002602775,0.001176451,0.9937006,0.0001300422,0.0002176504,0.0003135807,0.001014617,0.0009425697,0.0006118818,0.00105802,0.000787337,0.00002127316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936658,0.001111086,0.0007938714,0.00039835,0.00008244425,0.00005389966,0.0003308374,0.00001521422,0.003548505],"genre_scores_gemma":[0.9984285,0.0003584417,0.0004665896,0.00006935176,0.00004436731,0.00004012115,0.0003611515,0.000006563942,0.0002249051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005392337,"threshold_uncertainty_score":0.02851778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08153027677173343,"score_gpt":0.3475630961308575,"score_spread":0.2660328193591241,"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."}}