{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007817216,0.0002432808,0.0003945689,0.0004625484,0.00009217785,0.00003671091,0.00007178534,0.0001150048,0.0002807866],"category_scores_gemma":[0.00005317176,0.0002343438,0.0001375139,0.0004168227,0.00006152221,0.0002238949,0.000003484088,0.0004250584,0.00007513977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007737502,"about_ca_system_score_gemma":0.00009535239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000612047,"about_ca_topic_score_gemma":0.00009704083,"domain_scores_codex":[0.9972898,0.000133432,0.0009331296,0.000513888,0.0007316777,0.0003980635],"domain_scores_gemma":[0.999084,0.0001172581,0.0001423963,0.0002990551,0.0001189737,0.0002382982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003080222,0.0002427673,0.9724907,0.002185954,0.00001742332,0.0009627716,0.00109998,0.00006123006,0.003227575,0.0003664206,0.00002321673,0.01901393],"study_design_scores_gemma":[0.002654753,0.00007090815,0.9834095,0.0005790505,0.0001818791,0.002030266,0.0000391978,0.0003944731,0.008519958,0.0002426621,0.001587177,0.0002901504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715656,0.0003011156,0.02140786,0.0003794169,0.0006570069,0.0007253138,0.00002260772,0.0001844475,0.004756605],"genre_scores_gemma":[0.9970871,0.001413286,0.0005605141,0.00007515443,0.0001169842,0.00004805236,0.0005454004,0.00003410838,0.0001193986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02552148,"threshold_uncertainty_score":0.9556264,"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."}}