{"id":"W3167406212","doi":"10.3390/cancers13122988","title":"Diagnostic Value of Galectin-3 in Distinguishing Invasive Encapsulated Carcinoma from Noninvasive Follicular Thyroid Neoplasms with Papillary-Like Nuclear Features (NIFTP)","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sinai Health System; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"","keywords":"Thyroid nodules; Pathology; Thyroid; Thyroid carcinoma; Immunohistochemistry; Medicine; Galectin-3; Follicular phase; Thyroiditis; Thyroid cancer; 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":[0.0008634314,0.0002193584,0.0002105176,0.0006864177,0.0001654988,0.0004445151,0.0002546801,0.0003867257,0.0006921359],"category_scores_gemma":[0.001028655,0.0001292176,0.000230777,0.0002628163,0.0004671121,0.0003605082,0.000326484,0.0002973653,0.0001389682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000234101,"about_ca_system_score_gemma":0.0001466686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004145648,"about_ca_topic_score_gemma":0.0006961166,"domain_scores_codex":[0.9997558,0.00005403017,0.00002700884,0.00004340701,0.00006998934,0.00004976799],"domain_scores_gemma":[0.9994919,0.000181987,0.000104316,0.00003276525,0.00009836705,0.00009047119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001909234,0.00008637483,0.8192036,0.00009704477,0.00008022577,0.0005904501,0.0001266842,0.0001736041,0.1619079,0.00006886513,0.000100382,0.01565562],"study_design_scores_gemma":[0.00005151598,0.0008409827,0.9524445,0.00002281445,0.0002056391,0.00453752,0.0004902277,0.003747741,0.03673728,0.0002205552,0.0006828232,0.00001829958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983559,0.0005175153,0.0006242107,0.00002180563,0.000005933862,0.000009900258,0.0000246913,0.00001002419,0.0004300134],"genre_scores_gemma":[0.9991067,0.00009377827,0.0006912891,0.000008342344,0.000004088804,0.000004927835,0.00004935268,0.000001242414,0.00004027323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008634314,"threshold_uncertainty_score":0.004566312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007335771695280651,"score_gpt":0.2199152119055938,"score_spread":0.2125794402103132,"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."}}