{"id":"W2780829810","doi":"10.14740/jocmr3202w","title":"Pattern of Thyroid Lesions in Western Region of Saudi Arabia: A Retrospective Analysis and Literature Review","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Umm Al-Qura University","keywords":"Medicine; Thyroid; Malignancy; Thyroid nodules; Fine-needle aspiration; Biopsy; Radiology; Fine needle aspiration cytology; Cytology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003673562,0.0003410152,0.00043278,0.005318286,0.0005193969,0.0006081901,0.0003799479,0.0003135256,0.001562744],"category_scores_gemma":[0.0008291198,0.000237677,0.0004143534,0.004200444,0.0003715138,0.0005850513,0.0004197891,0.0001561925,0.0002252859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005091366,"about_ca_system_score_gemma":0.0007561298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005824215,"about_ca_topic_score_gemma":0.007817039,"domain_scores_codex":[0.9996547,0.00003718939,0.0001343541,0.00006243888,0.00007398117,0.00003746371],"domain_scores_gemma":[0.9991345,0.0001583542,0.0004888625,0.00002319221,0.0001426403,0.00005247083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001772099,0.00006334211,0.9609045,0.003030018,0.0003154015,0.007396289,0.000932025,0.00009197695,0.0007850186,0.0001146294,0.001074526,0.02511505],"study_design_scores_gemma":[0.00001924791,0.0002056001,0.938367,0.001551866,0.0006259141,0.0483015,0.003899101,0.0002340336,0.0003756384,0.00008639225,0.006304807,0.00002884314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9241461,0.0731597,0.0001164672,0.0001627416,0.00003218845,0.0000556356,0.001252278,0.00001152111,0.001063435],"genre_scores_gemma":[0.9558859,0.04189586,0.0002910699,0.0001614154,0.00007282064,0.00003974144,0.001359062,0.000003184511,0.0002910407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005824215,"threshold_uncertainty_score":0.01158059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1770286479920327,"score_gpt":0.5322567944366012,"score_spread":0.3552281464445686,"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."}}