{"id":"W4382600146","doi":"10.1007/978-3-031-28046-7_8","title":"Papillary Thyroid Carcinoma, Subtypes, and Related Tumors","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Thyroid carcinoma; Medicine; Thyroid; Pathology; Thyroid neoplasm; Lymph; Carcinoma; 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":[0.0001472671,0.0004378681,0.0003747858,0.0007921978,0.000507917,0.001432829,0.0004716089,0.0005874147,0.03846822],"category_scores_gemma":[0.0003744239,0.0002120398,0.0003146857,0.001198544,0.0004150692,0.001038549,0.0006378733,0.001348444,0.01338798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009075337,"about_ca_system_score_gemma":0.0009179031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005276752,"about_ca_topic_score_gemma":0.01863998,"domain_scores_codex":[0.9999106,0.000008736428,0.000004108046,0.00001224961,0.00005624201,0.000008147558],"domain_scores_gemma":[0.9999167,0.00004211008,0.000004830595,0.000004843982,0.00001973434,0.00001167338],"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":[0.0000184578,0.00003878473,0.0002216939,0.0002635672,0.000004722001,0.0002015514,0.0002382375,0.0003237661,0.0007331735,0.05467844,0.6881518,0.2551259],"study_design_scores_gemma":[0.000001666781,0.00000707172,0.000389401,0.0001133766,0.00000260301,0.0004506969,0.00006787774,0.00006906393,0.0000528831,0.008973048,0.9898691,0.00000323397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001004287,0.1051714,0.00289665,0.003401318,0.00516739,0.00006041801,0.0005163252,0.0001738883,0.8816083],"genre_scores_gemma":[0.003127351,0.04218118,0.002285088,0.001923111,0.001423337,0.00003883286,0.0003538988,0.00007253233,0.9485946],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03846822,"threshold_uncertainty_score":0.128689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691708202457938,"score_gpt":0.2303033847774625,"score_spread":0.2133863027528832,"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."}}