{"id":"W4411659706","doi":"10.51847/o80bp3h82a806","title":"10.51847/o80bp3h82a806","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Thyroid carcinoma; Lymph node; Lymph; Lymph node metastasis; Pathology; Thyroid; Oncology; Radiology; Internal medicine; Metastasis; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000159578,0.0006042139,0.0003127348,0.0005927379,0.0005988856,0.0005647477,0.0003939123,0.001614214,0.2531079],"category_scores_gemma":[0.0002403345,0.0001648179,0.0002900538,0.0004672042,0.0004117584,0.0005084387,0.0006571412,0.0007162351,0.2079085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003795922,"about_ca_system_score_gemma":0.0002811122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002249744,"about_ca_topic_score_gemma":0.001934943,"domain_scores_codex":[0.9998259,0.00001283757,0.00001395896,0.00004678516,0.00003666361,0.00006381029],"domain_scores_gemma":[0.9998734,0.00001742407,0.00001776814,0.00001313244,0.00001826848,0.00005999356],"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":[0.001240982,0.0008756969,0.06610108,0.0003177906,0.00004520209,0.3109586,0.0003634024,0.0004496684,0.04992503,0.003328342,0.1310485,0.4353458],"study_design_scores_gemma":[0.0001288592,0.0003266013,0.03658218,0.0002394567,0.00004469663,0.2855473,0.0006123929,0.001073563,0.007507145,0.003048272,0.6648446,0.00004495749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3258324,0.008060891,0.005828978,0.01097636,0.003270865,0.0002773002,0.006202608,0.001628417,0.6379222],"genre_scores_gemma":[0.3181953,0.001941336,0.003697269,0.004866555,0.001023186,0.0001002743,0.003624271,0.0003885951,0.6661633],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7468921,"threshold_uncertainty_score":0.8467302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006972370464250288,"score_gpt":0.2078565930150341,"score_spread":0.2008842225507838,"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."}}