{"id":"W4296099256","doi":"10.3389/fonc.2022.1002385","title":"Real-world eligibility for platinum doublet plus immune checkpoint inhibitors in extensive-stage small-cell lung cancer","year":2022,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AstraZeneca","keywords":"Stage (stratigraphy); Lung cancer; Platinum; Oncology; Immune checkpoint; Medicine; Cancer research; PD-L1; Cancer; Internal medicine; Immune system; Immunology; Immunotherapy; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006461691,0.0001037317,0.0002221728,0.0006603911,0.0006242855,0.0007739821,0.0004780907,0.000266934,0.001940019],"category_scores_gemma":[0.002327417,0.0001328791,0.0002628271,0.001348145,0.0003212858,0.0003200562,0.0004406098,0.0003598344,0.0001644942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001640434,"about_ca_system_score_gemma":0.001671026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05565653,"about_ca_topic_score_gemma":0.1307554,"domain_scores_codex":[0.9992566,0.00008971313,0.0001117518,0.0001724294,0.0002301636,0.0001394546],"domain_scores_gemma":[0.9976925,0.0002714187,0.001352499,0.0001100755,0.0002488361,0.0003247388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006056175,0.000008444155,0.9984272,0.00001328349,0.00001504231,0.0001143213,0.00002739018,0.00004092412,0.0000520309,0.00001446514,0.000170662,0.001055738],"study_design_scores_gemma":[0.000007426386,0.00003100827,0.9981938,0.00002483601,0.00001988166,0.00064837,0.0001814056,0.0002042365,0.00007120494,0.00002851373,0.0005859328,0.000003388177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972556,0.0004401182,0.00005592618,0.00009370072,0.000005892749,0.00001860607,0.001345105,0.000003738012,0.0007812523],"genre_scores_gemma":[0.9987059,0.0001693634,0.00004934178,0.00004592734,0.000006470233,0.00000850797,0.0009268084,0.000001369775,0.00008646242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05565653,"threshold_uncertainty_score":0.1106651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03261963511411389,"score_gpt":0.3869636982292617,"score_spread":0.3543440631151478,"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."}}