{"id":"W2002567292","doi":"10.1053/j.optechstcvs.2011.04.005","title":"Resection of Superior Sulcus Tumors: Anterior Approach","year":2011,"lang":"en","type":"article","venue":"Operative Techniques in Thoracic and Cardiovascular Surgery","topic":"Ear and Head Tumors","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Sulcus; Resection; Surgery; Radiology","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":[0.0003100782,0.0009844309,0.000459217,0.001338866,0.001172639,0.000878055,0.0003071165,0.0009669155,0.002469768],"category_scores_gemma":[0.0005327881,0.0004826868,0.001369514,0.0007128884,0.0009935338,0.001761525,0.001096887,0.001883764,0.001227376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000322725,"about_ca_system_score_gemma":0.0008146426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00106567,"about_ca_topic_score_gemma":0.003884449,"domain_scores_codex":[0.9997436,0.00001453957,0.00004260977,0.00004117851,0.00005279332,0.0001051462],"domain_scores_gemma":[0.999708,0.0000718219,0.00006008882,0.00005029762,0.0000258189,0.00008394493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003510319,0.0006680686,0.08494334,0.001576229,0.0007483997,0.1786002,0.001680034,0.004877913,0.3984162,0.006518604,0.005800935,0.3126598],"study_design_scores_gemma":[0.0004663423,0.002902558,0.1404863,0.0002494049,0.0007046052,0.7764223,0.0006606862,0.006268879,0.03382122,0.007130914,0.03069275,0.0001940964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8998422,0.01108901,0.05030145,0.002686595,0.0005364649,0.0001350581,0.0005814459,0.0006158037,0.03421197],"genre_scores_gemma":[0.9686369,0.006243691,0.0178706,0.0007282346,0.001412846,0.00004433694,0.000262042,0.00009007994,0.004711248],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002469768,"threshold_uncertainty_score":0.008262217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04433763295760345,"score_gpt":0.3057310748338647,"score_spread":0.2613934418762612,"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."}}