{"id":"W3184218861","doi":"10.1016/j.thorsurg.2021.04.001","title":"Oligometastatic Lung Cancer Defined by Biology, Science, and Secondary Growths","year":2021,"lang":"en","type":"review","venue":"Thoracic surgery clinics/Thorac. surg. clin.","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Lung cancer; Medicine; Lymphatic system; Lymph; Lung; Cancer; Breast cancer; Oncology; Pathology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004040601,0.0006864357,0.001575001,0.002286122,0.0001762951,0.0008765369,0.0006424742,0.0005155283,0.003503271],"category_scores_gemma":[0.0007898084,0.0001792727,0.0006283021,0.002346145,0.0003808017,0.0008517299,0.0005890146,0.001118457,0.001113488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006443498,"about_ca_system_score_gemma":0.0009483466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001285713,"about_ca_topic_score_gemma":0.003158543,"domain_scores_codex":[0.9998415,0.00002523899,0.0000268761,0.00003026381,0.00005925694,0.0000170243],"domain_scores_gemma":[0.9996274,0.0001946765,0.00006983116,0.00000781867,0.00007529782,0.00002497062],"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":[0.0000889666,0.00003641994,0.0005757825,0.02911841,0.0001862404,0.0001269383,0.00003255832,0.0002671019,0.0007156822,0.002795032,0.02743351,0.9386233],"study_design_scores_gemma":[0.00005183888,0.0001325066,0.00541169,0.02408178,0.0009212001,0.002850238,0.0001307927,0.0002152276,0.0004175532,0.004277127,0.9614684,0.00004156907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000561975,0.999451,0.00002467568,0.0001052751,0.0000604581,0.000001607408,0.0000137741,0.000001668721,0.0002854271],"genre_scores_gemma":[0.0005499102,0.9990772,0.00004565235,0.00008363984,0.00006149432,0.000002267,0.0000266101,4.027e-7,0.0001527864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003503271,"threshold_uncertainty_score":0.01171958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08174810961176562,"score_gpt":0.4594163567196869,"score_spread":0.3776682471079212,"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."}}