{"id":"W2316928773","doi":"10.1177/0194599814541629a124","title":"PET‐CT for Detecting Nodal Metastasis in cN0 Early‐Stage Oral Cavity Squamous Cell Carcinoma","year":2014,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiology; Positron emission tomography; Stage (stratigraphy); Neck dissection; Metastasis; T-stage; Retrospective cohort study; PET-CT; Cancer; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006511342,0.0002600587,0.0001747257,0.000690737,0.000130922,0.0004011796,0.0003691361,0.0003358728,0.001075598],"category_scores_gemma":[0.001933346,0.0001635227,0.0001128148,0.0003452614,0.0002935359,0.0002184053,0.0001043971,0.0002145792,0.0002200713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005405082,"about_ca_system_score_gemma":0.0007238025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01135844,"about_ca_topic_score_gemma":0.0244652,"domain_scores_codex":[0.9998665,0.00003653683,0.00001115795,0.00001375486,0.00005171116,0.0000202112],"domain_scores_gemma":[0.9995937,0.0001557813,0.00007405211,0.00001498856,0.0001117391,0.00004977492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006090821,0.00004966639,0.9666125,0.0001050794,0.00003138559,0.001021372,0.00003634502,0.000291033,0.006912773,0.00002242567,0.0004191543,0.02388915],"study_design_scores_gemma":[0.00007240758,0.0003779801,0.9847254,0.00008649366,0.0001326092,0.008001492,0.0001197539,0.001789547,0.003256058,0.0000344865,0.001393438,0.00001038186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895681,0.00772786,0.0008177759,0.0001654606,0.00002152199,0.00005305116,0.0002099107,0.00003058641,0.001405766],"genre_scores_gemma":[0.9962184,0.001771813,0.001369569,0.00004235821,0.00001941084,0.00001611205,0.00019815,0.000003131445,0.0003611652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01135844,"threshold_uncertainty_score":0.02258468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02560431335120533,"score_gpt":0.2897429240806029,"score_spread":0.2641386107293976,"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."}}