{"id":"W1912670997","doi":"10.1002/hed.23578","title":"Lymphadenopathy: Defining a palpable lymph node","year":2013,"lang":"en","type":"article","venue":"Head & Neck","topic":"Lymphadenopathy Diagnosis and Analysis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; London Health Sciences Centre; National Research Council Canada; Western University","funders":"National Research Council Canada","keywords":"Palpation; Medicine; Otorhinolaryngology; Lymph node; Nuclear medicine; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001522453,0.0002587824,0.0005591126,0.0001680453,0.0001636701,0.0001178531,0.0001489532,0.0001356985,0.001994032],"category_scores_gemma":[0.0001565218,0.0002151723,0.0002282368,0.0004439662,0.00005509749,0.0002421138,0.00007281298,0.00008328883,0.00535772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001748722,"about_ca_system_score_gemma":0.0001787605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0011476,"about_ca_topic_score_gemma":0.000009132748,"domain_scores_codex":[0.9980807,0.00004098516,0.0004235638,0.0004576638,0.0004084993,0.0005885307],"domain_scores_gemma":[0.9987131,0.00008192854,0.0001068013,0.0005504524,0.0001824879,0.000365198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004163367,0.0006696329,0.9316816,0.0001890544,0.0001887179,0.0002306534,0.0005475605,0.00003507301,0.008259244,0.0009005732,0.0223606,0.03489561],"study_design_scores_gemma":[0.006362702,0.0002887793,0.9472507,0.000835545,0.0006216937,0.0004492431,0.0006824067,0.005672761,0.004519547,0.000582658,0.03200217,0.000731745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697476,0.002824369,0.00006258382,0.002973348,0.0001296112,0.0002698536,0.000006289247,0.0001877301,0.02379864],"genre_scores_gemma":[0.9885921,0.000270316,0.001942535,0.005070791,0.0002801294,0.0001583922,0.00004860366,0.00005778833,0.003579275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03416386,"threshold_uncertainty_score":0.9989183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446993482308378,"score_gpt":0.2639953132306674,"score_spread":0.2495253784075837,"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."}}