{"id":"W4406552496","doi":"10.1016/s1558-0164(07)70228-6","title":"10.1016/s1558-0164(07)70228-6","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":false,"ca_institutions":"","funders":"","keywords":"Medicine; Thyroid; Thyroid cancer; Thyroid tumors; Oncology; Pathology; Internal medicine","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":["insufficient_payload"],"category_scores_codex":[0.001066147,0.002544848,0.001605325,0.002626283,0.002249169,0.003489108,0.002872762,0.005638793,0.9897113],"category_scores_gemma":[0.001662732,0.0008237502,0.001430247,0.001862541,0.001566997,0.004639824,0.003411177,0.002514923,0.9924177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086044,"about_ca_system_score_gemma":0.001288808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003736751,"about_ca_topic_score_gemma":0.003626715,"domain_scores_codex":[0.9992996,0.00005000327,0.00005691779,0.0002249398,0.0001926782,0.0001758872],"domain_scores_gemma":[0.9977772,0.0005338681,0.0001361094,0.000205622,0.000419113,0.0009281033],"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":[0.0004203297,0.0002682515,0.0009856902,0.0005037544,0.00003229218,0.000279177,0.00009667058,0.000411538,0.001768552,0.004374324,0.3821422,0.6087172],"study_design_scores_gemma":[0.0000686593,0.000127793,0.000834046,0.0002760075,0.00001309229,0.000375189,0.0001029286,0.000179625,0.000364264,0.0005935288,0.9970437,0.00002110865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004378714,0.0003999755,0.0004812604,0.0004852527,0.0003058278,0.00009930641,0.0007195593,0.0007109923,0.9963599],"genre_scores_gemma":[0.0005196466,0.0001694676,0.0002706724,0.00023289,0.00007952374,0.00004380642,0.0003836197,0.0001181837,0.9981822],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01028872,"threshold_uncertainty_score":0.0146755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006354852720712878,"score_gpt":0.1978028694486896,"score_spread":0.1914480167279767,"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."}}