{"id":"W2586718555","doi":"10.1016/j.ejso.2017.01.016","title":"Patient, tumour and treatment factors affect complication rates in soft tissue sarcoma flap reconstruction in a synergistic manner","year":2017,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Sarcoma; Complication; Soft tissue sarcoma; Multivariate analysis; Surgery; Soft tissue; Disease; Bivariate analysis; Internal medicine; Pathology","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":[0.001487096,0.0002625388,0.0005395323,0.0007064063,0.0002975233,0.001011126,0.0003746974,0.0004623038,0.004650713],"category_scores_gemma":[0.01041701,0.0002073729,0.001317721,0.0009969842,0.0003534871,0.000587342,0.0005676454,0.0007818372,0.0004260744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002550806,"about_ca_system_score_gemma":0.0006062964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004049632,"about_ca_topic_score_gemma":0.0008919643,"domain_scores_codex":[0.9984972,0.0006480719,0.0002331758,0.0001274844,0.0003021579,0.0001919466],"domain_scores_gemma":[0.9880838,0.007803976,0.002575702,0.0004303374,0.0004537625,0.000652496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00158627,0.0001851729,0.9757082,0.00008386315,0.0005002933,0.000626748,0.0001787547,0.000561388,0.001238853,0.0001510814,0.0002741383,0.01890532],"study_design_scores_gemma":[0.00001795331,0.0007915219,0.9929056,0.00003757848,0.0005085074,0.00273817,0.0003405366,0.0009655064,0.0005829661,0.0002862974,0.0008001185,0.00002518866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951066,0.001909147,0.0007417538,0.0001527417,0.0000384046,0.00001417943,0.0001563035,0.00001420188,0.001866757],"genre_scores_gemma":[0.998923,0.0002469469,0.0002079295,0.00003207159,0.00002338118,0.000006756816,0.00007415807,0.00001493976,0.0004708057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004650713,"threshold_uncertainty_score":0.01555818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03335481468296653,"score_gpt":0.3201213847809355,"score_spread":0.286766570097969,"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."}}