{"id":"W3211473910","doi":"10.1002/cam4.4427","title":"Effect of targeted therapy and immunotherapy on advanced nonsmall‐cell lung cancer outcomes in the real world","year":2021,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Internal medicine; Oncology; Immunotherapy; Lung cancer; Targeted therapy; Systemic therapy; Chemotherapy; Progressive disease; Stage (stratigraphy); 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":[],"consensus_categories":[],"category_scores_codex":[0.0002194638,0.0002107012,0.0005759873,0.0001267802,0.00005559311,0.000005094005,0.00007733911,0.0000450338,0.000510636],"category_scores_gemma":[0.0000312013,0.0001078398,0.00006676371,0.0004451227,0.0001157369,0.00003885463,0.000009229785,0.0001904173,6.665117e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001861209,"about_ca_system_score_gemma":0.0002364477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001699437,"about_ca_topic_score_gemma":0.0007756124,"domain_scores_codex":[0.9988147,0.0001275224,0.0002833601,0.0002727648,0.0002895288,0.0002121053],"domain_scores_gemma":[0.9989982,0.0004082501,0.0001109254,0.0003324302,0.00008563383,0.00006462458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001878006,0.0003176361,0.8158627,0.0003613851,0.0005847471,0.0001220793,0.006142232,0.00005481293,0.02976084,0.0001690969,0.001736491,0.14301],"study_design_scores_gemma":[0.03292594,0.002557206,0.9125519,0.001417337,0.0005215646,0.00000725359,0.0006623271,0.00008655864,0.03769483,0.00002579685,0.01132724,0.0002220473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9342157,0.05041108,0.000004673261,0.008846857,0.0003898639,0.0008912242,0.00002640541,0.0000195524,0.005194657],"genre_scores_gemma":[0.9676737,0.02584289,0.00004574185,0.003106385,0.0001612454,0.0005098901,0.00003605835,0.00002830932,0.002595827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1427879,"threshold_uncertainty_score":0.5591106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172182587078692,"score_gpt":0.3739416476411596,"score_spread":0.3622198217703727,"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."}}