{"id":"W4284964011","doi":"10.1002/cam4.4796","title":"Tertiary lymphoid structures in lung adenocarcinoma: characteristics and related factors","year":2022,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Education; National Natural Science Foundation of China; Natural Science Foundation of Beijing Municipality; Innovationsfonden; Capital Health","keywords":"Adenocarcinoma; Lung; Internal medicine; Oncology; Medicine; Cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005345871,0.0002346263,0.0002393279,0.001010527,0.0003401328,0.0004969879,0.0002871039,0.0004600539,0.001683288],"category_scores_gemma":[0.002363516,0.0001715177,0.0003462513,0.001326634,0.0003243536,0.0004795616,0.0003625629,0.0004182309,0.0003560053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002050978,"about_ca_system_score_gemma":0.0002366608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007997607,"about_ca_topic_score_gemma":0.0009545293,"domain_scores_codex":[0.9996538,0.00008038895,0.00005462396,0.00007567299,0.00008560885,0.00004995321],"domain_scores_gemma":[0.9977617,0.0004694308,0.001230174,0.00009115444,0.0001779038,0.0002695431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006279816,0.00000926038,0.9988735,0.000008097763,0.00001240702,0.0001445832,0.00001189197,0.00003239467,0.0001920862,0.000006739055,0.000021785,0.0006243375],"study_design_scores_gemma":[0.000004048042,0.0001009399,0.9966347,0.000005999204,0.00002077112,0.002542166,0.0001160687,0.000252291,0.0000960098,0.00003285251,0.0001913756,0.000002790259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982505,0.0009710951,0.0001561412,0.00003734688,0.000005445267,0.000008837207,0.0001327416,0.00000707749,0.0004306611],"genre_scores_gemma":[0.9996055,0.0001136689,0.00007439679,0.000006451681,0.0000123623,0.000004083991,0.0001125461,0.000001261766,0.00006969657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001683288,"threshold_uncertainty_score":0.005631208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263162166054197,"score_gpt":0.2716730135195787,"score_spread":0.2590413918590367,"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."}}