{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007874342,0.00004794086,0.0002070229,0.00005603284,0.00001317666,0.000002677851,0.00001457573,0.00005304923,0.00002798805],"category_scores_gemma":[0.002172448,0.00004091384,0.00002339166,0.0001125581,0.000055282,0.00002019479,0.0000197896,0.00005453497,0.000004950939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007791778,"about_ca_system_score_gemma":0.00006783648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001704916,"about_ca_topic_score_gemma":0.00005933473,"domain_scores_codex":[0.9995217,0.00001756254,0.0001895107,0.0001334792,0.00004023626,0.0000975633],"domain_scores_gemma":[0.9965349,0.003240888,0.00004410167,0.0001085662,0.00003183704,0.00003967715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003431428,0.0001687047,0.9843848,0.00005955988,0.000006419883,0.0001639977,0.00002807211,3.591529e-7,0.01111287,0.000006799528,0.00007893946,0.003955136],"study_design_scores_gemma":[0.0003017331,0.00001376754,0.9303986,0.0001901689,0.00001782539,0.0002054124,0.00003414215,0.0002031494,0.06821311,0.000009615755,0.0003617947,0.00005063585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994008,0.0001792343,0.00005499697,0.00006719324,0.0001780299,0.00003185956,0.0000112702,0.000009600089,0.00006699512],"genre_scores_gemma":[0.9995952,0.00004510962,0.0002125866,0.00003444993,0.00002000336,0.000007902582,0.00001821958,0.00000396315,0.00006257554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05710023,"threshold_uncertainty_score":0.260078,"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."}}