{"id":"W4294943844","doi":"10.1016/j.jtho.2022.07.376","title":"EP02.03-020 Patient Outcomes Following Salvage Lung Cancer Surgery Post Definitive Chemotherapy or Radiation","year":2022,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Salvage surgery; Lung cancer; Chemotherapy; Radiation therapy; Surgery; Salvage therapy; General surgery; Oncology","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":[0.0003843439,0.00009344254,0.0002620296,0.0004031134,0.000290675,0.0006756441,0.0003559335,0.0004508695,0.0198322],"category_scores_gemma":[0.003346452,0.00006886971,0.0006716813,0.0005354653,0.0002233316,0.0004629629,0.0005163001,0.0006043792,0.002300289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006511149,"about_ca_system_score_gemma":0.0005313579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002401571,"about_ca_topic_score_gemma":0.004704981,"domain_scores_codex":[0.9996964,0.00005749429,0.0000330372,0.00005068726,0.00006649988,0.00009593048],"domain_scores_gemma":[0.9981219,0.0004501537,0.0005954742,0.00008155044,0.0002425465,0.000508317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003696241,0.000361654,0.8835279,0.0002499873,0.0003321726,0.001135779,0.0002393035,0.0005915342,0.0004241598,0.0005336201,0.02714352,0.08176409],"study_design_scores_gemma":[0.00009322882,0.0007486208,0.9938574,0.0001296096,0.0001085321,0.000667109,0.0002522364,0.000214058,0.0001367902,0.0004154189,0.003361892,0.00001498479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673282,0.001252674,0.0001979005,0.001263514,0.0002077445,0.00005851562,0.0132262,0.00003898345,0.01642621],"genre_scores_gemma":[0.9879833,0.0003402886,0.00009497373,0.0002850825,0.0001097461,0.0000386346,0.006830216,0.00001120131,0.004306551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0198322,"threshold_uncertainty_score":0.06634527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02465226617063968,"score_gpt":0.4134501269992294,"score_spread":0.3887978608285897,"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."}}