{"id":"W2030222337","doi":"10.1016/j.pedhc.2003.08.008","title":"Childhood cervical lymphadenopathy","year":2004,"lang":"en","type":"review","venue":"Journal of Pediatric Health Care","topic":"Lymphadenopathy Diagnosis and Analysis","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"University of Calgary","keywords":"Medicine; Cervical lymphadenopathy; Dermatology; Pediatrics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007423889,0.0006115504,0.005094599,0.001287164,0.0001509134,0.00005244313,0.0004271027,0.0005653124,0.0001340001],"category_scores_gemma":[0.0003328363,0.0004215231,0.002662901,0.001370472,0.00002945231,0.0001076825,0.0000806327,0.0009330472,0.0001120725],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00295294,"about_ca_system_score_gemma":0.01908581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003110352,"about_ca_topic_score_gemma":0.00000197824,"domain_scores_codex":[0.994365,0.0002999317,0.003014748,0.0004195912,0.001237661,0.0006630654],"domain_scores_gemma":[0.9942378,0.0001942601,0.00320493,0.0004759271,0.0006199159,0.001267153],"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":[0.000009574484,0.0005128287,0.0003688058,0.07855309,0.0003506955,0.0009568645,0.0008200642,0.000001210054,3.258534e-9,0.00001056906,0.004974546,0.9134418],"study_design_scores_gemma":[0.002219195,0.001543684,0.0006786016,0.01863801,0.01156707,0.003695324,0.0003956859,9.746208e-8,6.680879e-8,0.000009214044,0.9608485,0.0004045318],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004833773,0.9975854,0.00001513443,0.000730314,0.0008139137,0.0005793298,0.00007818914,0.00002675815,0.0001226361],"genre_scores_gemma":[0.0002183844,0.9864901,0.0005587848,0.0008708647,0.01160802,0.00001438563,0.00008829278,0.0001152608,0.00003585474],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.955874,"threshold_uncertainty_score":0.9998236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498277396946762,"score_gpt":0.3593939777138026,"score_spread":0.334411203744335,"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."}}