{"id":"W4389393678","doi":"10.1016/j.chest.2023.11.042","title":"Recurrence-Free Survival in Patients With Surgically Resected Non-Small Cell Lung Cancer","year":2023,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"EVERSANA (Canada)","funders":"Johnson and Johnson","keywords":"Medicine; Lung cancer; Cancer; Oncology; Lung; Internal medicine; Surgery","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":[0.0002666465,0.0001653014,0.0003118667,0.0001747524,0.00008179398,0.00004230378,0.0001498472,0.00007022999,0.0002093131],"category_scores_gemma":[0.00005116861,0.0001105388,0.00007228196,0.0005618602,0.00003255088,0.00006739052,0.00005284309,0.0004094858,0.00002076804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004915966,"about_ca_system_score_gemma":0.0004140832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001462687,"about_ca_topic_score_gemma":0.0004093011,"domain_scores_codex":[0.9986031,0.00004478232,0.0002786208,0.0002328937,0.0004462502,0.0003943588],"domain_scores_gemma":[0.999065,0.00009040054,0.0001207414,0.0002565852,0.0002191511,0.0002481332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004025143,0.0004038352,0.988476,0.0001521012,0.00008398486,0.0003662037,0.0003150947,0.00004007203,0.0000112724,0.000002414281,0.008123438,0.001623114],"study_design_scores_gemma":[0.01022203,0.0004644614,0.9862878,0.0008232363,0.0001040087,0.000008368088,0.00005065227,0.00007045631,0.0002533508,0.00001478488,0.001569093,0.0001317481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995378,0.0004018252,0.000007189193,0.001312759,0.0004885154,0.000339638,0.00002072429,0.00002754212,0.002023806],"genre_scores_gemma":[0.997483,0.001301021,0.0001987072,0.00007215598,0.0002956496,0.00005802999,0.00003496248,0.00003073729,0.0005257971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009819516,"threshold_uncertainty_score":0.4507643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812947962534515,"score_gpt":0.2783566702762471,"score_spread":0.2602271906509019,"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."}}