{"id":"W4319456746","doi":"10.1056/nejmoa2212083","title":"Lobar or Sublobar Resection for Peripheral Stage IA Non–Small-Cell Lung Cancer","year":2023,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1024,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre Hospitalier de l’Université de Montréal; Surrey Memorial Hospital; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"National Cancer Institute; National Institutes of Health","keywords":"Stage (stratigraphy); Peripheral; Medicine; Lung cancer; Resection; Lung; Radiology; Oncology; Internal medicine; Surgery; Biology","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":[0.001561528,0.0003605029,0.0006874537,0.0001469464,0.0001365826,0.0002914028,0.0002774473,0.0003110921,0.002091379],"category_scores_gemma":[0.001143371,0.0001222611,0.0005727578,0.0001331737,0.0004996739,0.0002842802,0.0002864597,0.0008033767,0.0002368788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002276308,"about_ca_system_score_gemma":0.0005482098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001469191,"about_ca_topic_score_gemma":0.0008276764,"domain_scores_codex":[0.9995233,0.0003098211,0.00003013212,0.00005216238,0.0000376898,0.00004699769],"domain_scores_gemma":[0.9991024,0.0003320778,0.0002442396,0.00005407741,0.00002920754,0.0002380046],"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":[0.6498899,0.01193467,0.05753772,0.002340615,0.00223083,0.0001751636,0.0001620584,0.002450439,0.01823837,0.000408701,0.001691868,0.2529396],"study_design_scores_gemma":[0.1975315,0.6582454,0.1286168,0.0003151486,0.001739795,0.0006245037,0.000149568,0.002757003,0.004565891,0.0009383166,0.0044832,0.00003288376],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924683,0.005398403,0.0004658552,0.0002097451,0.00006198133,0.0003407303,0.00008351499,0.0000165412,0.0009549626],"genre_scores_gemma":[0.997502,0.001223047,0.0003911722,0.0002291651,0.00006299174,0.0002162061,0.0001156968,0.000002419849,0.0002572362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002091379,"threshold_uncertainty_score":0.008258224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03085745983346341,"score_gpt":0.3550008985391632,"score_spread":0.3241434387056998,"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."}}