{"id":"W4406158653","doi":"10.1200/jco-24-02239","title":"Neoadjuvant Nivolumab Plus Ipilimumab Versus Chemotherapy in Resectable Lung Cancer","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Nivolumab; Medicine; Ipilimumab; Internal medicine; Lung cancer; Chemotherapy; Oncology; Cancer; Surgery; Immunotherapy","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":[0.001559698,0.000708362,0.001559324,0.0002901409,0.0002519193,0.0006338817,0.0005229319,0.0006470294,0.00197283],"category_scores_gemma":[0.001733967,0.0003466253,0.001214713,0.0002575117,0.0007217375,0.0006051271,0.0003534309,0.001695029,0.0003066267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109533,"about_ca_system_score_gemma":0.00130859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004676756,"about_ca_topic_score_gemma":0.001979508,"domain_scores_codex":[0.9992357,0.000485378,0.00005892618,0.0001077061,0.00005838147,0.00005386951],"domain_scores_gemma":[0.9990875,0.0003139547,0.0002633967,0.00005851476,0.0000293732,0.0002471699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9237972,0.007571517,0.005117934,0.0006173601,0.001093837,0.00005429982,0.00005980315,0.001502804,0.006400875,0.0001051828,0.0004719459,0.05320722],"study_design_scores_gemma":[0.4642748,0.5006155,0.02125682,0.000218435,0.001962449,0.0002573839,0.00006691286,0.002923156,0.005262412,0.000520115,0.002605407,0.00003678936],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932059,0.004345003,0.0003131927,0.0003429608,0.0002048782,0.0005805876,0.0001755601,0.00003072857,0.0008011757],"genre_scores_gemma":[0.9966859,0.001079042,0.0005560244,0.0002592413,0.000155492,0.0006108044,0.0002164999,0.000005593841,0.0004313065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00197283,"threshold_uncertainty_score":0.008248627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08983224065365615,"score_gpt":0.5073074975597608,"score_spread":0.4174752569061047,"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."}}