{"id":"W3177340893","doi":"10.1177/22925503211024767","title":"Determinants of Success in Single- and Multi-Digit Replant","year":2021,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Leech Biology and Applications","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Replantation; Numerical digit; Amputation; Surgery; Retrospective cohort study","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":[0.0009287538,0.0002956097,0.0003711089,0.0007778622,0.0003558534,0.00086858,0.0003602204,0.0003827348,0.003697688],"category_scores_gemma":[0.005827922,0.000177843,0.0004247832,0.0007279647,0.0004515383,0.0005745271,0.0007034568,0.0006333303,0.0006476606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002591901,"about_ca_system_score_gemma":0.0003141859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005559375,"about_ca_topic_score_gemma":0.0007710463,"domain_scores_codex":[0.9993361,0.0001143023,0.0001220342,0.00007809117,0.0001794215,0.0001700803],"domain_scores_gemma":[0.9938411,0.001352657,0.003389773,0.0002091685,0.0003454116,0.0008619542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004905033,0.00002189912,0.9985059,0.000009992034,0.0000116585,0.0001938297,0.00003715102,0.00003512694,0.0001072121,0.000006421217,0.00002962084,0.000992051],"study_design_scores_gemma":[0.000004364229,0.0003112137,0.9956594,0.00002151474,0.000019613,0.003013039,0.000340527,0.0002907711,0.0001998017,0.00002501077,0.0001082119,0.00000654836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993052,0.0002446719,0.00008775888,0.00003141782,0.000003733388,0.00000661105,0.00004951695,0.000003522522,0.0002675685],"genre_scores_gemma":[0.9997329,0.00007535849,0.00005659203,0.000008450362,0.000007132442,0.000003176365,0.00005854285,0.000001904564,0.00005590248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003697688,"threshold_uncertainty_score":0.01236999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0503915995336134,"score_gpt":0.2935337206386396,"score_spread":0.2431421211050263,"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."}}