{"id":"W4290851884","doi":"10.22541/au.166032571.18204226/v1","title":"Imaging of Pediatric Thyroid Tumors: A COG Diagnostic Imaging Committee/SPR Oncology Committee White Paper","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Siemens Healthineers","keywords":"Medicine; Thyroid cancer; Thyroid; Follicular thyroid cancer; Papillary thyroid cancer; Thyroid nodules; Cancer; Internal medicine; Medical physics; Oncology; Radiology","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":[0.01390781,0.0007932479,0.0008204201,0.003717869,0.001229104,0.003080729,0.002101568,0.002440421,0.006736577],"category_scores_gemma":[0.01778133,0.0006137187,0.001048482,0.002459913,0.00125203,0.001505445,0.002728372,0.003954171,0.007750258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00399778,"about_ca_system_score_gemma":0.01725645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01729651,"about_ca_topic_score_gemma":0.0235617,"domain_scores_codex":[0.9946795,0.001391397,0.0008247522,0.0003885787,0.002235732,0.0004799904],"domain_scores_gemma":[0.9709051,0.002534965,0.002199979,0.001367963,0.01872567,0.004266267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001134153,0.0001073301,0.01220806,0.0004407307,0.00006765435,0.0005610532,0.0001717914,0.0004624252,0.001347987,0.001912403,0.8373357,0.1452715],"study_design_scores_gemma":[0.00008078897,0.0001312199,0.03745009,0.0028242,0.0001064456,0.002957289,0.0003941689,0.0006674065,0.001933816,0.002740737,0.9506577,0.00005615285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05216083,0.09065484,0.03563014,0.4806788,0.03796015,0.003233611,0.01959258,0.002764866,0.2773242],"genre_scores_gemma":[0.2085943,0.140358,0.2550584,0.1116609,0.0383786,0.003613381,0.1101158,0.005250005,0.1269704],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01729651,"threshold_uncertainty_score":0.07355237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584273200997188,"score_gpt":0.2936007225055461,"score_spread":0.2777579904955742,"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."}}