{"id":"W3122275661","doi":"10.2139/ssrn.3334979","title":"Conduit Integrity is Compromised During Acute Lymph Node Expansion","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity; Institute of Cancer Research","funders":"","keywords":"Electrical conduit; Lymph node; Medicine; Computer science; 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":[0.00121975,0.0001965944,0.0003291549,0.0005186212,0.0005135946,0.001223052,0.0004679066,0.0005768324,0.004685034],"category_scores_gemma":[0.005108065,0.0001911087,0.0002175079,0.0003789385,0.001177147,0.001031642,0.0006830726,0.0007773953,0.0005506415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005125082,"about_ca_system_score_gemma":0.0007313566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0021219,"about_ca_topic_score_gemma":0.002878393,"domain_scores_codex":[0.9993072,0.0002424612,0.00003786728,0.000064122,0.0001307283,0.0002177049],"domain_scores_gemma":[0.9968253,0.001194509,0.001140001,0.0002921551,0.0002182776,0.0003297317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008480682,0.0008459838,0.9228066,0.0003217929,0.0001279181,0.008688633,0.004279245,0.0001965671,0.02635952,0.001556943,0.0007898769,0.0255463],"study_design_scores_gemma":[0.00006131558,0.00416926,0.9724382,0.0001234915,0.0001141541,0.009293828,0.003963833,0.0003073161,0.006168182,0.0006434356,0.002694359,0.00002252918],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974719,0.0004400604,0.0000965607,0.00007124055,0.00001502101,0.00002518254,0.00004874635,0.000004483905,0.001826912],"genre_scores_gemma":[0.9992414,0.0001286569,0.00005423689,0.00002744009,0.00001166209,0.00001197453,0.00004771718,0.000002276177,0.0004746988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004685034,"threshold_uncertainty_score":0.01567304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402522039653037,"score_gpt":0.2839811867285664,"score_spread":0.269955966332036,"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."}}