{"id":"W2802872784","doi":"10.3390/diagnostics8020028","title":"Fine Needle Aspiration Cytology for Neck Masses in Childhood. An Illustrative Approach","year":2018,"lang":"en","type":"review","venue":"Diagnostics","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta; Women and Children's Health Research Institute; Children's Health Research Institute","keywords":"Medicine; Thyroid; Nodule (geology); Differential diagnosis; Neck mass; Rhabdomyosarcoma; Cytology; Fine-needle aspiration; Malignancy; Radiology; Fine needle aspiration cytology; Thyroid carcinoma; Head and neck; Otorhinolaryngology; Carcinoma; Pathology; Surgery; Biopsy; Sarcoma; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002743589,0.0006309439,0.0004695694,0.004857447,0.0003071293,0.0005880632,0.0005962464,0.0009356372,0.003403144],"category_scores_gemma":[0.0009976076,0.0002556469,0.0004291485,0.002005803,0.000387384,0.0008750045,0.0004273955,0.001188756,0.002217019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004108321,"about_ca_system_score_gemma":0.0007507721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001619051,"about_ca_topic_score_gemma":0.004187154,"domain_scores_codex":[0.9998166,0.00003613513,0.00003791612,0.00002405627,0.00007017962,0.00001511999],"domain_scores_gemma":[0.9996524,0.0001401032,0.00005369042,0.00001317634,0.0001107994,0.00002972677],"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":[0.0000533839,0.00006232027,0.003866404,0.012711,0.0001120348,0.01949809,0.0003289971,0.0003126196,0.003627903,0.003247967,0.1344234,0.8217559],"study_design_scores_gemma":[0.000008892966,0.00004697914,0.005299127,0.008140727,0.0001065798,0.1539612,0.0002667193,0.0001010948,0.001021141,0.002153179,0.8288641,0.00003029706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005816718,0.9897664,0.0006356334,0.001338412,0.0008594877,0.00002234951,0.00008139219,0.00003091551,0.006683704],"genre_scores_gemma":[0.005911998,0.9872867,0.001471344,0.001785795,0.001150109,0.00001741827,0.0001813399,0.000007607374,0.002187656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004857447,"threshold_uncertainty_score":0.01138467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088295500209213,"score_gpt":0.3888501938025654,"score_spread":0.280020643781644,"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."}}