{"id":"W3095222566","doi":"10.1097/gox.0000000000003046","title":"Tubed Anterolateral Thigh Free Flap for Pharyngoesophageal Reconstruction","year":2020,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Surgery; Esophagectomy; Esophagus; Perforation; Larynx; Airway; Swallowing; Esophageal cancer","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":[0.0003265155,0.000412113,0.001180293,0.00009524893,0.0001924558,0.0001153236,0.0004300412,0.000241237,0.0007153398],"category_scores_gemma":[0.001942804,0.000368878,0.0003666135,0.0004182745,0.0003124577,0.0005747202,0.0003491612,0.0003018233,0.0001553584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001606572,"about_ca_system_score_gemma":0.0003832202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000644457,"about_ca_topic_score_gemma":0.00001536577,"domain_scores_codex":[0.9973277,0.0001510612,0.0007610229,0.0008901081,0.0002379138,0.0006321719],"domain_scores_gemma":[0.9975705,0.0009711906,0.000287333,0.0003590337,0.0002728336,0.000539134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01283731,0.0002763856,0.8289023,0.000458747,0.001018398,0.001114109,0.0003597384,0.00001269204,0.003324489,0.003033934,0.02108148,0.1275804],"study_design_scores_gemma":[0.03298892,0.005651026,0.8511288,0.001504569,0.00205506,0.02951687,0.00137339,0.009340198,0.01597832,0.04176599,0.005578363,0.003118502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839534,0.0002127687,0.002441116,0.00231421,0.003597875,0.001656219,0.001258898,0.0001862373,0.004379347],"genre_scores_gemma":[0.9868436,0.00002310456,0.01024509,0.001630107,0.0008275188,0.0001382778,0.0001590184,0.00004039107,0.00009291621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1244619,"threshold_uncertainty_score":0.9998763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04015120054313463,"score_gpt":0.2902230131947602,"score_spread":0.2500718126516256,"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."}}