{"id":"W2060066289","doi":"10.1016/j.jtcvs.2007.01.078","title":"Improved results of induction chemoradiation before surgical intervention for selected patients with stage IIIA-N2 non–small cell lung cancer","year":2007,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Etoposide; Surgery; Induction chemotherapy; Regimen; Lung cancer; Pneumonectomy; Radiation therapy; Stage (stratigraphy); Chemotherapy; 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":[0.001607077,0.0001442579,0.0006684371,0.0002027047,0.00004521286,0.00001375419,0.00002929547,0.0001045494,0.000004326109],"category_scores_gemma":[0.00006598127,0.0001004701,0.0007349017,0.0002479467,0.00002623655,0.000132794,0.0000104428,0.0001393903,6.463102e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002165996,"about_ca_system_score_gemma":0.0001609964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001242691,"about_ca_topic_score_gemma":0.00002894931,"domain_scores_codex":[0.9985925,0.00005211649,0.0006223741,0.000183036,0.00036438,0.0001856231],"domain_scores_gemma":[0.9981828,0.00009762652,0.0005575612,0.0001653106,0.0008712663,0.00012542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0107228,0.0008745923,0.6749092,0.00188786,0.00471302,0.0000882895,0.0003813878,0.0001394616,0.0001637508,5.903553e-7,0.0004388926,0.3056802],"study_design_scores_gemma":[0.01284808,0.001525321,0.9445805,0.001575713,0.004818977,0.00009196146,0.0001991108,0.0002905969,0.03187582,0.000002658334,0.001968227,0.00022301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902536,0.005873242,0.002935312,0.00005060623,0.0003143355,0.0005105073,0.00003188111,0.000006640375,0.00002382868],"genre_scores_gemma":[0.998339,0.0007602402,0.0003951312,0.000008581292,0.0003169307,0.00001895882,0.00006392414,0.00002107587,0.00007613263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3054572,"threshold_uncertainty_score":0.4097052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009296643064276697,"score_gpt":0.2759700485805324,"score_spread":0.2666734055162557,"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."}}