{"id":"W2903176198","doi":"10.1089/vor.2018.0564","title":"Minimally Invasive Laryngoscopically Assisted Management of an Enlarging Fourth Branchial Remnant","year":2018,"lang":"en","type":"article","venue":"Videoscopy","topic":"Head and Neck Anomalies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Surgery; Percutaneous; Cyst; Sclerotherapy; Sinus (botany); Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002263174,0.0001759366,0.000395397,0.0001309144,0.0000975483,0.00001813209,0.0001556304,0.00009423368,0.0002903551],"category_scores_gemma":[0.00006405977,0.0001476503,0.00009167205,0.0002309021,0.000175808,0.0001280981,0.00007782945,0.0001151448,0.00009127088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003626034,"about_ca_system_score_gemma":0.0001443737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004637315,"about_ca_topic_score_gemma":0.0001533616,"domain_scores_codex":[0.9985222,0.00006208992,0.000398092,0.0003394574,0.0003371412,0.0003410218],"domain_scores_gemma":[0.999047,0.00005338552,0.0001131514,0.0004308753,0.0001443243,0.0002112865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002316566,0.001427171,0.05033348,0.001784337,0.0007084033,0.000983721,0.002355066,6.252305e-7,0.8792183,0.003735156,0.002796722,0.05434043],"study_design_scores_gemma":[0.004641737,0.005121201,0.5767959,0.002165697,0.0003102341,0.00008063514,0.0004883366,0.0001295429,0.3956603,0.0001815681,0.01407181,0.0003530267],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832119,0.0001018439,0.0003157604,0.0006136759,0.0002729093,0.0003613857,0.000008928113,0.0000795556,0.01503403],"genre_scores_gemma":[0.9587665,0.00006844053,0.0388836,0.0008252352,0.0004086987,0.0000149942,0.00002221542,0.0000299703,0.0009803899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5264624,"threshold_uncertainty_score":0.6021006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119806413016387,"score_gpt":0.3023455506300364,"score_spread":0.2811474864998725,"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."}}