{"id":"W1985591340","doi":"10.1097/prs.0b013e3181bf8283","title":"Outcomes in Microsurgery","year":2009,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Hamilton Regional Laboratory Medicine Program","funders":"","keywords":"Microsurgery; Medicine; Replantation; Quality of life (healthcare); Quality (philosophy); Surgery; Physical therapy; Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006860342,0.0004104206,0.001348815,0.001150217,0.00007944715,0.00003400272,0.00008819447,0.0002359723,0.0003210992],"category_scores_gemma":[0.001973029,0.0003712014,0.0006786058,0.0006256922,0.0003106061,0.0003097837,0.00002641483,0.0004839582,0.00007396522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001861515,"about_ca_system_score_gemma":0.0003368828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002216787,"about_ca_topic_score_gemma":0.000009311653,"domain_scores_codex":[0.9974079,0.0001353373,0.0008765436,0.0006408266,0.0002727539,0.0006665987],"domain_scores_gemma":[0.9962121,0.002762682,0.0002148082,0.0004296094,0.0001595845,0.0002212315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002219425,0.0002175864,0.8727353,0.00003133828,0.0001148072,0.0003047785,0.00003510216,6.782062e-7,0.01002937,0.000240577,0.0004808703,0.1155876],"study_design_scores_gemma":[0.0005410972,0.0000679051,0.9674662,0.0003552056,0.00005924517,0.001709551,0.0001081937,0.00001052686,0.02668519,0.001874685,0.0006997311,0.0004224081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993196,0.0002432715,0.0005916917,0.0002115487,0.00116573,0.0003802599,0.00002236806,0.0002475366,0.003941621],"genre_scores_gemma":[0.9965681,0.0001418277,0.002528346,0.0004162557,0.00009842782,0.00003061441,0.00003049448,0.00003160773,0.0001543086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1151652,"threshold_uncertainty_score":0.999874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581583186449869,"score_gpt":0.2568407008114431,"score_spread":0.2410248689469444,"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."}}