{"id":"W4296139870","doi":"10.1177/229255031402200111","title":"The evolution of functional hand replacement: From iron prostheses to hand transplantation","year":2014,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Transplantation; Medicine; Prosthesis; Surgery","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":[0.0003677687,0.00008239919,0.0001635068,0.000118171,0.0001743526,0.00003260016,0.00003262454,0.00004089285,0.0002640892],"category_scores_gemma":[0.001088713,0.0000583318,0.00004844178,0.0001616907,0.0001114294,0.00004416789,0.000004426549,0.00007539854,0.00009804397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004552996,"about_ca_system_score_gemma":0.0001161035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001758395,"about_ca_topic_score_gemma":0.0001030544,"domain_scores_codex":[0.9989366,0.0000720001,0.0002502225,0.0001680649,0.0004093488,0.0001637709],"domain_scores_gemma":[0.9920344,0.007575043,0.00005272376,0.0001378674,0.0001024902,0.00009749543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02075296,0.0004265022,0.6667396,0.001034317,0.0002537994,0.00003437926,0.002157511,0.0005191626,0.2853769,0.001476695,0.00748019,0.01374799],"study_design_scores_gemma":[0.001073804,0.0002337568,0.9503257,0.000311985,0.0001249811,0.00002140353,0.000151635,0.000784019,0.04305929,0.00008544735,0.003723723,0.0001042834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664664,0.0001336826,0.03182663,0.000415039,0.0006909656,0.0001738428,0.00004538706,0.00001823795,0.0002297877],"genre_scores_gemma":[0.9992138,0.00005753801,0.00005177631,0.00002140355,0.0001596898,0.00002320073,0.0001214721,0.00001120634,0.0003399258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2835861,"threshold_uncertainty_score":0.2891591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02400215796665731,"score_gpt":0.2574745640296875,"score_spread":0.2334724060630302,"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."}}