{"id":"W3200770938","doi":"10.3389/fmed.2021.723396","title":"The Epidemiology of Lung Metastases","year":2021,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Pennsylvania State University; University of Pennsylvania; Penn State Hershey Cancer Institute; Penn State College of Medicine; National Institutes of Health; American Cancer Society","keywords":"Medicine; Lung; Metastasis; Internal medicine; Oncology; Lung cancer; Incidence (geometry); Proportional hazards model; Epidemiology; Hazard ratio; Cancer; Confidence interval","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":[0.0006557054,0.0001916779,0.0003052657,0.001499982,0.0002175214,0.0007791563,0.000348847,0.0004185373,0.003055807],"category_scores_gemma":[0.003165785,0.000140554,0.000323575,0.00199504,0.0003640628,0.0005283318,0.0005898235,0.0006376766,0.0003875522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007063181,"about_ca_system_score_gemma":0.0006568869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005933856,"about_ca_topic_score_gemma":0.0047442,"domain_scores_codex":[0.9990376,0.0002457221,0.00009967135,0.0002276627,0.0002894413,0.00009994539],"domain_scores_gemma":[0.9959912,0.0007649644,0.002355036,0.0001212893,0.0004556032,0.0003120084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005665701,0.00002457061,0.9488717,0.0005006125,0.0001841549,0.0006070204,0.00009558112,0.0004057134,0.0006798767,0.00115449,0.004439428,0.04298022],"study_design_scores_gemma":[0.00000764426,0.000103866,0.9739308,0.0003949581,0.00007676994,0.00763901,0.0002198639,0.0005592304,0.0002880162,0.0008720629,0.01589036,0.00001736731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7606788,0.1907959,0.006607353,0.005478399,0.000337007,0.0001485515,0.01171334,0.0002380457,0.02400256],"genre_scores_gemma":[0.9777753,0.01816675,0.0006134118,0.0003465955,0.0002423416,0.00002596139,0.002111706,0.0000115365,0.0007063922],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005933856,"threshold_uncertainty_score":0.01179862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02730403759539689,"score_gpt":0.345552418474231,"score_spread":0.3182483808788341,"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."}}