{"id":"W2323212122","doi":"10.1016/s0031-3025(16)32910-5","title":"18. NY-ESO-1 as a predictive marker for neoadjuvant chemotherapy in stage 3a non- small-cell lung cancer (NSCLC)","year":2012,"lang":"en","type":"article","venue":"Pathology","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Stage (stratigraphy); Chemotherapy; Oncology; Adenocarcinoma; Immunohistochemistry; Internal medicine; Lung cancer; Cancer; Pathology; Biology","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":[0.0004773272,0.0002312618,0.0001709059,0.0005293223,0.0001898383,0.0004850252,0.0001882871,0.000434451,0.00311525],"category_scores_gemma":[0.0009166604,0.00007298312,0.0001905454,0.0003474111,0.000230891,0.0002505849,0.000174001,0.0002689642,0.0007462718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000240804,"about_ca_system_score_gemma":0.000227834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000586412,"about_ca_topic_score_gemma":0.001252365,"domain_scores_codex":[0.999891,0.00002188235,0.00001041833,0.00001768164,0.0000266611,0.00003231764],"domain_scores_gemma":[0.9995865,0.00009336987,0.000116581,0.00001439958,0.00007241549,0.0001166796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002117898,0.0001037811,0.9592922,0.00004943058,0.00005220188,0.0003986655,0.00004036693,0.0001452542,0.01889,0.0001143218,0.001314276,0.01748161],"study_design_scores_gemma":[0.00005930785,0.0007034976,0.9785919,0.00002390753,0.0001157528,0.001798966,0.0001227781,0.0017114,0.01159462,0.0002317642,0.005036883,0.000009237993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934163,0.001315292,0.0003153218,0.000308735,0.0001247258,0.0000188182,0.0006639472,0.00002298913,0.003813863],"genre_scores_gemma":[0.9964748,0.0002615627,0.0006905436,0.00007048222,0.0000788896,0.00002164754,0.0007077556,0.000004484355,0.001689946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00311525,"threshold_uncertainty_score":0.01042151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255488225242145,"score_gpt":0.2756204169282179,"score_spread":0.2630655346757964,"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."}}