{"id":"W4281635990","doi":"10.31616/asj.2021.0202","title":"Single-Stage Posterior Approach for the En Bloc Resection and Spinal Reconstruction of T4 Pancoast Tumors Invading the Spine","year":2022,"lang":"en","type":"article","venue":"Asian Spine Journal","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Surgery; Stage (stratigraphy); Confidence interval; Retrospective cohort study; Pathological; Cohort; Adenocarcinoma; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001645369,0.0001395394,0.0002562594,0.0001901341,0.0005502476,0.00006145247,0.0001601872,0.00002131916,0.0002202386],"category_scores_gemma":[0.0002679467,0.00008814724,0.0001354471,0.0002524416,0.0001158514,0.0001222259,0.0001304334,0.0004427048,3.657161e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043466,"about_ca_system_score_gemma":0.0000851653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001145974,"about_ca_topic_score_gemma":0.000004306816,"domain_scores_codex":[0.9985036,0.0001772711,0.0004740627,0.0001863523,0.0004389103,0.000219851],"domain_scores_gemma":[0.9991144,0.00001984296,0.000428642,0.0002436074,0.00008841159,0.0001050724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003108858,0.0008910729,0.006304648,0.001354182,0.001036023,0.0001400707,0.002606133,0.0005019959,0.04612224,0.000920937,0.002940378,0.9340734],"study_design_scores_gemma":[0.02622869,0.02417883,0.6303129,0.001338681,0.004573231,0.038169,0.1858635,0.04685269,0.004770541,0.001319074,0.03526578,0.001127041],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510087,0.0009507001,0.02798896,0.01440613,0.0007378201,0.001869594,0.00002815616,0.00002894415,0.00298097],"genre_scores_gemma":[0.9873537,0.00003439116,0.01057048,0.0003319773,0.0004481905,0.00006421946,0.00001156842,0.00002733685,0.001158079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9329464,"threshold_uncertainty_score":0.4232115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03181389927475159,"score_gpt":0.2805035020171661,"score_spread":0.2486896027424145,"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."}}