{"id":"W2913311160","doi":"","title":"347 PEDIATRIC FINE-NEEDLE ASPIRATION CYTOLOGY: A SYSTEMATIC REVIEW.","year":2007,"lang":"en","type":"article","venue":"Journal of Investigative Medicine","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Thyroid nodules; Medicine; Malignancy; Nodule (geology); Thyroid; Radiology; Fine-needle aspiration; Biopsy; Fine needle aspiration cytology; Population; Presentation (obstetrics); Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001692152,0.0007900647,0.002823143,0.008243139,0.0004443348,0.001146729,0.00114055,0.001073487,0.009890496],"category_scores_gemma":[0.01100411,0.0005511876,0.003260939,0.01200371,0.0004191621,0.001406776,0.0007658901,0.0006029831,0.0011251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001480927,"about_ca_system_score_gemma":0.006237522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00980015,"about_ca_topic_score_gemma":0.02332983,"domain_scores_codex":[0.9976992,0.0004089469,0.0009922122,0.0002713569,0.0005279025,0.0001003574],"domain_scores_gemma":[0.9921336,0.004737282,0.00197608,0.0001283425,0.0008905635,0.0001340573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003715707,0.00003718675,0.00957044,0.8718533,0.005114057,0.0005572399,0.0002586477,0.0001258254,0.0003033224,0.0003619456,0.01827162,0.09317477],"study_design_scores_gemma":[0.0004034362,0.0001948194,0.05327838,0.8020537,0.03365267,0.003333983,0.0005424772,0.000134505,0.0002554109,0.0004192177,0.1056564,0.00007490684],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001340738,0.9948925,0.00006558156,0.0002257515,0.00007654506,0.0001002674,0.00266508,0.000008059907,0.0006256348],"genre_scores_gemma":[0.01221257,0.9852009,0.0002207697,0.0005115955,0.00008274982,0.0002064753,0.001385612,0.000006047219,0.0001732547],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009890496,"threshold_uncertainty_score":0.03308702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04515260403444669,"score_gpt":0.3274716886486613,"score_spread":0.2823190846142146,"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."}}