{"id":"W7105162894","doi":"10.71781/31658","title":"Treatments of proximal upper extremity amputations : utility of hand allotransplantation versus myoelectric prostheses","year":2021,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Lower limb; Artificial limbs; Poison control","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001020224,0.000262482,0.0004927939,0.0003777508,0.001029988,0.00001595604,0.0001214672,0.0002940315,0.0001842262],"category_scores_gemma":[0.00005760842,0.000275668,0.0002693774,0.0004746043,0.0002049681,0.0001430451,0.00001459225,0.0002703804,0.000006411311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007454847,"about_ca_system_score_gemma":0.002620606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005671388,"about_ca_topic_score_gemma":0.002436658,"domain_scores_codex":[0.9980334,0.0001034891,0.0004376497,0.0004041747,0.0007768518,0.0002444584],"domain_scores_gemma":[0.9984792,0.000142438,0.000301287,0.0002531927,0.0006472737,0.00017657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.05500277,0.004442372,0.3324657,0.00870509,0.005239034,0.004374369,0.09460531,0.0001686522,0.4686777,0.0037489,0.0002325795,0.02233753],"study_design_scores_gemma":[0.005364107,0.0004982678,0.6069758,0.000706812,0.001779093,0.0002838715,0.009308095,0.0003244244,0.3740476,0.00003892973,0.0003978959,0.0002750574],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771962,0.005688355,0.0000983932,0.00005307506,0.0002319385,0.0006990428,0.0002186371,0.00003429792,0.01578006],"genre_scores_gemma":[0.9751031,0.0009973657,0.0005415622,0.000005044245,0.00003432023,0.00002362684,0.002990949,0.00002287143,0.02028117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2745101,"threshold_uncertainty_score":0.9999695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141248387473622,"score_gpt":0.2381649639842114,"score_spread":0.2240401252368492,"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."}}