{"id":"W4403476809","doi":"10.1016/j.jtho.2024.09.1046","title":"EP.07H.01 Analysis of Variables Predicting pCR and irAEs in Resectable NSCLC Receiving Neoadjuvant Immunotherapy with Chemotherapy (Pre-PLaN)","year":2024,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Oncology; Chemotherapy; Internal medicine; Immunotherapy; Cancer","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":[0.0005144643,0.0002135996,0.0003038644,0.0004675004,0.0001642674,0.0006466395,0.0002417877,0.0003279849,0.01506283],"category_scores_gemma":[0.00153953,0.000137592,0.0005606562,0.0003995156,0.0001618352,0.000305537,0.0002466622,0.0005336384,0.00202315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002481806,"about_ca_system_score_gemma":0.0005900732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009772186,"about_ca_topic_score_gemma":0.001063615,"domain_scores_codex":[0.9998521,0.00004294781,0.00001273793,0.00002581878,0.00002670016,0.00003975088],"domain_scores_gemma":[0.9994243,0.0003031913,0.00007639035,0.00003732738,0.00005011875,0.0001086253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01671123,0.0006892812,0.9049175,0.0002128227,0.0004493604,0.0006273289,0.00007798651,0.0009706268,0.003501914,0.0002730004,0.007124912,0.06444398],"study_design_scores_gemma":[0.0002737483,0.002147015,0.9892427,0.00005956479,0.0003217328,0.0005217617,0.0001101946,0.001837202,0.001186083,0.0003074646,0.003980135,0.00001251469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904213,0.0008899019,0.0007783838,0.0003209228,0.0001629186,0.00006319253,0.003335024,0.0000336746,0.003994752],"genre_scores_gemma":[0.9887857,0.0002479984,0.0007222794,0.0001257351,0.0001333008,0.0001147304,0.003396192,0.00002481634,0.006449128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01506283,"threshold_uncertainty_score":0.05039024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000279258121889,"score_gpt":0.3962564712150138,"score_spread":0.3762536786337949,"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."}}