{"id":"W4403714283","doi":"10.1007/s00428-024-03886-6","title":"Exploratory evidence maps for the WHO Classification of Tumours 5th edition for lung and thymus tumors","year":2024,"lang":"en","type":"article","venue":"Archiv für Pathologische Anatomie und Physiologie und für Klinische Medicin","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care","funders":"Horizon 2020; European Commission; World Health Organization","keywords":"Pathology; Lung; Medicine; 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":[0.02010886,0.002491646,0.005471236,0.08687516,0.001354316,0.005450919,0.002324425,0.00171257,0.03048704],"category_scores_gemma":[0.1737704,0.001052246,0.009569784,0.06027341,0.0011728,0.004257307,0.006654284,0.002545841,0.002255552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004149131,"about_ca_system_score_gemma":0.0127124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069382,"about_ca_topic_score_gemma":0.01496462,"domain_scores_codex":[0.9825621,0.005263211,0.005982967,0.001702263,0.003892382,0.0005971777],"domain_scores_gemma":[0.8177997,0.1317639,0.022066,0.004223192,0.02295109,0.001196079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00106564,0.00006818598,0.01761799,0.6098493,0.01236328,0.0007201947,0.003566768,0.005506947,0.001730372,0.02595489,0.1260575,0.195499],"study_design_scores_gemma":[0.001512441,0.0003635361,0.05520357,0.3142936,0.03425604,0.001500808,0.003070714,0.004228065,0.001318221,0.06996977,0.5137981,0.0004850413],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.02603391,0.2380194,0.04181219,0.01528808,0.002482007,0.02416692,0.5983064,0.004882466,0.04900854],"genre_scores_gemma":[0.2055687,0.1828282,0.3421885,0.004082369,0.001278387,0.076304,0.1774872,0.001429415,0.008833319],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08687516,"threshold_uncertainty_score":0.1063471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07309691345631665,"score_gpt":0.4303522087427664,"score_spread":0.3572552952864498,"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."}}