{"id":"W4390448308","doi":"10.1177/26345161231222199","title":"Complex Resections: Management of Cervical Squamous Cell Carcinoma","year":2023,"lang":"en","type":"article","venue":"Foregut The Journal of the American Foregut Society","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Esophagectomy; Esophageal squamous cell carcinoma; Esophageal cancer; Cervical cancer; Basal cell; Cervical carcinoma; Surgery; Surgical resection; Disease; Carcinoma; Oncology; General surgery; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001958853,0.0006087347,0.0004436583,0.0008998364,0.0008919555,0.0006968221,0.0004632622,0.0007823578,0.001000632],"category_scores_gemma":[0.000892918,0.0001497424,0.0004280662,0.000693497,0.0005837526,0.000589477,0.0008450014,0.001123784,0.0004295812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005298574,"about_ca_system_score_gemma":0.0005205217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008469538,"about_ca_topic_score_gemma":0.00229474,"domain_scores_codex":[0.9998291,0.00002336205,0.00002882307,0.00002864492,0.00004843459,0.00004166408],"domain_scores_gemma":[0.9996932,0.00006462102,0.00009086566,0.00001621331,0.00002185704,0.0001134678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001819252,0.0001224411,0.0955933,0.002157146,0.0001840423,0.5381795,0.0008958441,0.003325398,0.01691267,0.001583121,0.0146145,0.3262501],"study_design_scores_gemma":[0.00001171484,0.0001095449,0.02774516,0.0003223243,0.00003671741,0.9506279,0.0004368138,0.001072053,0.001464678,0.000881481,0.01726198,0.00002969086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6428064,0.282742,0.02494862,0.009568478,0.001119225,0.0003669146,0.0004828004,0.0004406134,0.03752495],"genre_scores_gemma":[0.9435482,0.04570626,0.005904113,0.001512786,0.001209084,0.00006860458,0.0003055941,0.00005659784,0.001688814],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001000632,"threshold_uncertainty_score":0.00384438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0355509809198328,"score_gpt":0.3247786134233319,"score_spread":0.2892276325034991,"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."}}