{"id":"W2320136259","doi":"10.1097/md.0000000000001975","title":"Comparative Short-Term Clinical Outcomes of Mediastinum Tumor Excision Performed by Conventional VATS and Single-Port VATS","year":2015,"lang":"en","type":"article","venue":"Medicine","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wildlife Habitat Canada (Canada)","funders":"","keywords":"Medicine; Thoracotomy; Mediastinum; Port (circuit theory); Surgery; Cohort; Video-assisted thoracoscopic surgery; VATS lobectomy; Cohort study; Pneumonectomy; Internal medicine; Lung","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":[0.000617231,0.0002511877,0.0003560925,0.000511024,0.0001656709,0.000296619,0.0001881286,0.0002887829,0.0008528076],"category_scores_gemma":[0.001539771,0.0001209655,0.000558883,0.0002748399,0.0002754891,0.0004877246,0.0003694517,0.0003084163,0.0001236248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000246464,"about_ca_system_score_gemma":0.0001650854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002559645,"about_ca_topic_score_gemma":0.0004953605,"domain_scores_codex":[0.9997001,0.000067735,0.00004578784,0.00006541951,0.00006139643,0.00005972071],"domain_scores_gemma":[0.9983937,0.0004041805,0.0006079864,0.0001206357,0.0001026365,0.0003708881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009756072,0.0007573562,0.9661738,0.00007156326,0.0004411234,0.000614903,0.0001209555,0.0003967219,0.003478809,0.00004576058,0.0001367754,0.01800608],"study_design_scores_gemma":[0.0002477271,0.01264794,0.9835579,0.00001295088,0.0001750997,0.001296374,0.0001624721,0.0009006463,0.0007760844,0.00004090237,0.0001652103,0.00001665039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997286,0.0001322222,0.00005747427,0.000003720585,0.000004677358,0.000003916888,0.0000265538,7.975137e-7,0.00004206483],"genre_scores_gemma":[0.9995703,0.00008298495,0.0000686682,0.000008735562,0.00002420185,0.00001328333,0.0001812568,8.14329e-7,0.00004985205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008528076,"threshold_uncertainty_score":0.003264308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1660321037271524,"score_gpt":0.4079144532037928,"score_spread":0.2418823494766405,"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."}}