{"id":"W2130506727","doi":"10.1016/j.athoracsur.2012.04.130","title":"Transoral Endoscopic Resection of Esophageal Liposarcoma","year":2012,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Liposarcoma; Esophagus; Dysphagia; Biopsy; Lesion; Radiology; Endoscopy; Surgery; Sarcoma; 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":[0.000270921,0.0008523047,0.0006201569,0.001007963,0.001162249,0.0005542419,0.0004324552,0.001368898,0.002133065],"category_scores_gemma":[0.000530072,0.000526829,0.001270436,0.0005328793,0.0007753182,0.001275358,0.001249491,0.00151231,0.000854756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006014105,"about_ca_system_score_gemma":0.0005160066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008071355,"about_ca_topic_score_gemma":0.003237045,"domain_scores_codex":[0.9997883,0.00001761775,0.0000340033,0.00002826585,0.00003950045,0.00009236482],"domain_scores_gemma":[0.9997635,0.0000486694,0.00002853461,0.0000481413,0.00001294453,0.00009815431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.002608888,0.0003017431,0.02953371,0.0003912887,0.000266693,0.7911448,0.0004742913,0.001752795,0.09517619,0.0007249238,0.001570756,0.0760539],"study_design_scores_gemma":[0.000121095,0.0009903581,0.0565097,0.00005666573,0.0001979776,0.9211504,0.0003273559,0.001619414,0.01318188,0.0002893279,0.005504163,0.00005165465],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798536,0.004,0.004512676,0.001050298,0.0001882755,0.00006481589,0.000200867,0.0002258412,0.009903638],"genre_scores_gemma":[0.9911431,0.001585113,0.003146153,0.0004358206,0.0002884276,0.00002654596,0.0001943721,0.00003373538,0.003146711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002133065,"threshold_uncertainty_score":0.007135808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1463511839984085,"score_gpt":0.4011829304946323,"score_spread":0.2548317464962238,"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."}}