{"id":"W2022872411","doi":"10.1002/hed.23057","title":"Outcomes of free flap reconstruction in the elderly","year":2012,"lang":"en","type":"article","venue":"Head & Neck","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Surgery; Head and neck; Free flap; Retrospective cohort study; Anastomosis; Cohort; Reconstructive surgery; General surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004380235,0.00008643647,0.0002646244,0.0001018262,0.00002452519,0.000003855468,0.00007803032,0.00007370505,0.0001023152],"category_scores_gemma":[0.0001170428,0.00005581603,0.000140647,0.0001439814,0.00009087568,0.0001311965,0.00001584754,0.0001620496,0.00001182719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002187524,"about_ca_system_score_gemma":0.0000255141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001022922,"about_ca_topic_score_gemma":0.0000316261,"domain_scores_codex":[0.99929,0.00007372284,0.0002386655,0.00009537763,0.0001185997,0.0001836263],"domain_scores_gemma":[0.9994071,0.00007388193,0.00006281108,0.0003815999,0.00003776704,0.00003681245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002751596,0.0000905116,0.8662323,0.00003807314,0.00003446657,0.000003093652,0.0002995414,2.704561e-8,0.006561626,0.0008525181,0.0007591122,0.1251012],"study_design_scores_gemma":[0.0006259182,0.000135177,0.9495441,0.0001167272,0.0000416889,0.000631804,0.0004197426,0.000001064691,0.03916181,0.0009622354,0.008278087,0.00008165217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906496,0.0004875192,0.00007989883,0.0004050281,0.0002288518,0.0002609748,0.000002997407,0.00003391908,0.007851181],"genre_scores_gemma":[0.9967926,0.00006038012,0.002753153,0.0001790843,0.00007255452,0.00001830668,0.00000371748,0.00000829251,0.0001119158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1250196,"threshold_uncertainty_score":0.2276112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02480089801586845,"score_gpt":0.2936293506400684,"score_spread":0.2688284526242,"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."}}