{"id":"W3192931169","doi":"10.1177/17531934211028155","title":"Factors associated with early and late digital revascularization and replantation failure: a retrospective cohort study","year":2021,"lang":"en","type":"article","venue":"Journal of Hand Surgery (European Volume)","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Medicine; Replantation; Revascularization; Retrospective cohort study; Surgery; Amputation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009463113,0.0002950319,0.0005774169,0.001019474,0.0004263917,0.0006993322,0.0003962009,0.0006091314,0.001905747],"category_scores_gemma":[0.003258419,0.0005016431,0.0005739335,0.001108487,0.0003605796,0.0007393059,0.0004582279,0.0005369902,0.0003059469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002411203,"about_ca_system_score_gemma":0.0003482344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001785766,"about_ca_topic_score_gemma":0.001564907,"domain_scores_codex":[0.9993054,0.0001332825,0.0001167132,0.0001818774,0.0001447987,0.0001179081],"domain_scores_gemma":[0.9971436,0.00070291,0.001281522,0.0003177061,0.00019687,0.0003573937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008655631,0.0000274006,0.9991764,0.000008273376,0.0000366098,0.0001267489,0.00004234221,0.00001726767,0.00006496687,0.000006254936,0.00002716611,0.0003800485],"study_design_scores_gemma":[0.0000130208,0.0003124714,0.9978867,0.00001300757,0.00004871066,0.001227397,0.000217177,0.0001128387,0.00004237948,0.00001611192,0.0001032526,0.000006853199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994432,0.0002059665,0.00005913919,0.000008390441,0.000002193918,0.00001336262,0.0001293916,0.000001533163,0.0001368381],"genre_scores_gemma":[0.9995587,0.0001176114,0.00005474205,0.00001044493,0.000005818506,0.00001311953,0.0001783094,0.000001452404,0.0000597383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001905747,"threshold_uncertainty_score":0.006375313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404151474705059,"score_gpt":0.2124049536140349,"score_spread":0.1983634388669843,"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."}}