{"id":"W2150601737","doi":"10.1200/jco.2011.35.2500","title":"Occult Metastases in Lymph Nodes Predict Survival in Resectable Non–Small-Cell Lung Cancer: Report of the ACOSOG Z0040 Trial","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"National Cancer Institute; Tobacco-Related Disease Research Program","keywords":"Medicine; Occult; Lymph; Lung; Lung cancer; Oncology; Cancer; Internal medicine; Radiology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002430021,0.0007429103,0.001015802,0.0002682341,0.0002629135,0.0009623675,0.0005435637,0.0009068517,0.002024781],"category_scores_gemma":[0.002763396,0.0002764432,0.001432311,0.0004427136,0.0006702013,0.000593177,0.0003902486,0.001281427,0.000251805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006495079,"about_ca_system_score_gemma":0.0008773927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002713247,"about_ca_topic_score_gemma":0.00751791,"domain_scores_codex":[0.9994135,0.0003519901,0.00002958828,0.00007160981,0.00006973463,0.00006370185],"domain_scores_gemma":[0.9987656,0.0004526885,0.0003283306,0.00009784999,0.0000604156,0.0002951609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7688243,0.002270833,0.1597358,0.001453908,0.005198137,0.0002528319,0.0001687616,0.001898983,0.003369174,0.0003489344,0.004985507,0.05149285],"study_design_scores_gemma":[0.4289858,0.06202804,0.4855103,0.0003529635,0.0103673,0.0004288155,0.0001915745,0.00405581,0.0008167319,0.0008034611,0.006375928,0.00008322723],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916318,0.005466988,0.00009702452,0.000669173,0.0001142118,0.0001567582,0.0006471802,0.00002672437,0.001190108],"genre_scores_gemma":[0.9937691,0.002369309,0.0002190463,0.0005033336,0.0002141033,0.0001970895,0.001595101,0.00001124522,0.0011217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002713247,"threshold_uncertainty_score":0.01285136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1510133657338603,"score_gpt":0.4598732809512092,"score_spread":0.3088599152173488,"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."}}