{"id":"W2104654856","doi":"10.15273/dmj.vol41no1.5437","title":"A systematic review and meta-analysis of palpation versus ultrasound-guided fine needle aspiration of thyroid nodules","year":2014,"lang":"en","type":"review","venue":"Dalhousie Medical Journal","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Medicine; Fine-needle aspiration; Thyroid nodules; Palpation; Meta-analysis; Radiology; Nodule (geology); Cochrane Library; Thyroid; Biopsy; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01979008,0.003558011,0.02564508,0.007884827,0.0009880903,0.003990403,0.002820853,0.003230353,0.004267191],"category_scores_gemma":[0.06036025,0.001956308,0.04430041,0.008970465,0.0009722303,0.00269089,0.001759491,0.002330362,0.0003651419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004312431,"about_ca_system_score_gemma":0.005083487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00822944,"about_ca_topic_score_gemma":0.01613739,"domain_scores_codex":[0.980365,0.01053548,0.004887977,0.001865545,0.001885605,0.0004603516],"domain_scores_gemma":[0.9613338,0.02944346,0.005516435,0.0007442917,0.002570701,0.0003914302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002399867,0.00002766556,0.002986915,0.4302873,0.5550366,0.0001528027,0.00008830204,0.0004318638,0.0001641055,0.0001082818,0.0004072809,0.007909119],"study_design_scores_gemma":[0.0006834924,0.0002318324,0.002263918,0.02421962,0.9711817,0.00009126921,0.00003547838,0.0001404528,0.00008303962,0.0001290454,0.000922614,0.00001758372],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004840468,0.993175,0.0004494762,0.0001808263,0.0001773189,0.0004544168,0.0004475013,0.00001985245,0.0002551692],"genre_scores_gemma":[0.1679515,0.8232478,0.003347326,0.001003035,0.0004006826,0.002768131,0.0008513263,0.00003699537,0.0003931452],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02564508,"threshold_uncertainty_score":0.1046612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08147352919613954,"score_gpt":0.3757554251163883,"score_spread":0.2942818959202487,"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."}}