{"id":"W4383069125","doi":"10.3390/cancers15133475","title":"True Prevalence of Unforeseen N2 Disease in NSCLC: A Systematic Review + Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Cancers","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Association for the Study of Lung Cancer; AstraZeneca","keywords":"Medicine; Meta-analysis; Disease; Systematic review; Stage (stratigraphy); Adjuvant therapy; Internal medicine; MEDLINE; Surgery; Cancer","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.009593958,0.002068686,0.01245881,0.004500981,0.0005258822,0.00314899,0.001257321,0.001692592,0.003304303],"category_scores_gemma":[0.0219239,0.001228676,0.02753204,0.005520219,0.0005067519,0.001600277,0.001377706,0.001378688,0.0003161456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001963704,"about_ca_system_score_gemma":0.002852629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005209301,"about_ca_topic_score_gemma":0.01639573,"domain_scores_codex":[0.9940518,0.002579233,0.001859445,0.0005865003,0.0006940019,0.0002290374],"domain_scores_gemma":[0.9873312,0.009848117,0.001603146,0.0003209226,0.0007680448,0.0001285308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001212226,0.00001708012,0.004082291,0.5766351,0.4000696,0.000132408,0.00007235534,0.0003447984,0.0002350104,0.0001382298,0.0007836646,0.01627722],"study_design_scores_gemma":[0.0002969434,0.0001490896,0.004494744,0.04807633,0.9432187,0.0001593728,0.00004563104,0.0001306507,0.0001114485,0.0002127941,0.003081801,0.00002241437],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001848231,0.9971628,0.0002280783,0.0001011969,0.00007847043,0.0001066462,0.0002979213,0.000009489957,0.0001672746],"genre_scores_gemma":[0.07662891,0.9201319,0.00107238,0.0006204709,0.0001764852,0.000473592,0.0006126065,0.00001710867,0.0002664374],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9875412,"threshold_uncertainty_score":0.05073833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1451392737370267,"score_gpt":0.422676245720845,"score_spread":0.2775369719838183,"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."}}