{"id":"W4393037627","doi":"10.1001/jamaoncol.2024.0057","title":"Neoadjuvant Chemoimmunotherapy for NSCLC","year":2024,"lang":"en","type":"review","venue":"JAMA Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; McGill University Health Centre","funders":"University of Texas MD Anderson Cancer Center; Eisai; Regeneron Pharmaceuticals; Amgen; Johns Hopkins University; AstraZeneca","keywords":"Medicine; Chemoimmunotherapy; Neoadjuvant therapy; Oncology; Internal medicine; Chemotherapy; Cancer; Cyclophosphamide; Breast 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002015426,0.0004002879,0.002489451,0.0001606437,0.0000381811,0.0000318065,0.0001292906,0.0007163836,0.0002430519],"category_scores_gemma":[0.00002991627,0.0002472597,0.001123243,0.0001656118,0.00005224034,0.00002129911,0.00003248208,0.0004092265,0.0005410574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001987618,"about_ca_system_score_gemma":0.001376233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002192796,"about_ca_topic_score_gemma":0.00001352849,"domain_scores_codex":[0.9984562,0.00004922352,0.0005221395,0.0005209345,0.0001194959,0.0003320432],"domain_scores_gemma":[0.9988415,0.0003567118,0.0001899756,0.000439158,0.00006684334,0.0001057952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005930051,0.0002697142,8.055061e-7,0.01905839,0.001352644,0.0001838516,0.0000489833,9.320681e-9,1.850633e-7,0.0005570998,0.1264868,0.8519822],"study_design_scores_gemma":[0.00214318,0.001688837,0.000002285305,0.01730382,0.007840467,0.000375548,0.000006298084,0.000002071558,0.000001733369,0.0001307613,0.9703074,0.0001976112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.323931e-7,0.9842067,0.00001725259,0.003965616,0.001629059,0.002675114,0.0001180274,0.00009529795,0.007292004],"genre_scores_gemma":[0.000001320797,0.9865857,0.0006704776,0.001383284,0.001563567,0.003540076,0.0003892669,0.000123216,0.005743043],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8517846,"threshold_uncertainty_score":0.999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07003444763824695,"score_gpt":0.4524353575357795,"score_spread":0.3824009098975325,"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."}}