{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001572613,0.0002657136,0.001098811,0.0006538263,0.0001898936,0.000009556557,0.0002773909,0.0001290659,0.0002178419],"category_scores_gemma":[0.0003169833,0.0002666211,0.0001798333,0.0007988771,0.0002426544,0.00006080457,0.0005343978,0.001017552,0.000001471415],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01231154,"about_ca_system_score_gemma":0.001788625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009897259,"about_ca_topic_score_gemma":0.009533243,"domain_scores_codex":[0.9969334,0.000272898,0.0008311364,0.0007179572,0.0003693298,0.0008752991],"domain_scores_gemma":[0.998701,0.0002889128,0.0002465281,0.0004804531,0.000144211,0.0001389452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0122334,0.001020689,0.704911,0.001576234,0.0002970285,0.0007882712,0.008921327,0.004995645,0.006434326,0.0001095615,0.2515531,0.007159475],"study_design_scores_gemma":[0.07216831,0.00489221,0.2162509,0.0004393753,0.0004147673,0.00002947682,0.02435832,0.03295449,0.01558232,0.001213207,0.6302073,0.001489384],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949881,0.01376197,0.0002873487,0.009433587,0.00516064,0.006087197,0.0002136941,0.0001031067,0.01507145],"genre_scores_gemma":[0.9551067,0.002030379,0.009443198,0.001169172,0.0006266662,0.008795159,0.0001513261,0.000119988,0.02255737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4886601,"threshold_uncertainty_score":0.9999786,"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."}}