{"id":"W2524154560","doi":"10.1038/nrclinonc.2016.160","title":"Stage III NSCLC — is it time to centralize care?","year":2016,"lang":"en","type":"review","venue":"Nature Reviews Clinical Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Stage (stratigraphy); Oncology; MEDLINE; Internal medicine; Family medicine","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002530497,0.0009226192,0.01134813,0.0002465161,0.00006654333,0.00002477386,0.0008245205,0.003372508,0.01786561],"category_scores_gemma":[0.002732096,0.0005245116,0.004060375,0.000743742,0.0001527242,0.00005615624,0.0004909774,0.003323737,0.02529371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042711,"about_ca_system_score_gemma":0.001350223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005248387,"about_ca_topic_score_gemma":0.00001112784,"domain_scores_codex":[0.9921263,0.001096263,0.003969085,0.001408426,0.0005216714,0.0008782826],"domain_scores_gemma":[0.9938596,0.001853164,0.001662782,0.001556423,0.0002149552,0.0008531027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004840081,0.00008270749,0.00001282372,0.008773654,0.0002619128,0.00009248876,0.00001561029,1.054478e-9,1.295157e-8,0.00004044294,0.4210266,0.5696454],"study_design_scores_gemma":[0.001962603,0.0009980202,0.00002581385,0.0274902,0.004296395,0.00003235619,0.000006787697,6.578753e-8,3.266465e-8,0.000003057153,0.9647136,0.0004710074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.976589e-7,0.9244898,0.00001805207,0.009185083,0.002361578,0.005899629,0.0001059685,0.00007468009,0.05786499],"genre_scores_gemma":[1.263929e-7,0.8243667,0.0008990736,0.03099753,0.002772258,0.00025502,0.0001635604,0.00008780939,0.1404579],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5691743,"threshold_uncertainty_score":0.9997206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.150457886098152,"score_gpt":0.5317290995752756,"score_spread":0.3812712134771236,"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."}}