{"id":"W2946680518","doi":"10.1245/s10434-019-07444-2","title":"Papillary Thyroid Cancers with Focal Tall Cell Change are as Aggressive as Tall Cell Variants and Should Not be Considered as Low-Risk Disease","year":2019,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"American Thyroid Association","keywords":"Medicine; Hazard ratio; Cell; Confidence interval; Thyroid carcinoma; Pathology; Internal medicine; Surgical oncology; Thyroid; Gastroenterology; Oncology; Biology; Genetics","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":[0.0007557365,0.00033536,0.0006962591,0.0008515652,0.0008183935,0.001168989,0.0005162986,0.0007499205,0.00210212],"category_scores_gemma":[0.004305968,0.000198058,0.0002942934,0.0006575747,0.0006774903,0.0008104738,0.0004030097,0.0007860655,0.001163099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000560422,"about_ca_system_score_gemma":0.001193273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003589828,"about_ca_topic_score_gemma":0.008542905,"domain_scores_codex":[0.999486,0.0000822255,0.00005525894,0.00004367559,0.0002186674,0.0001141692],"domain_scores_gemma":[0.9985791,0.000423729,0.0002264705,0.0001095573,0.0004282505,0.0002328582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000962669,0.00009384905,0.7639267,0.0004138333,0.0001057706,0.02353069,0.0007342426,0.0004846405,0.0210546,0.002331474,0.01987536,0.1664861],"study_design_scores_gemma":[0.0001077761,0.0009914414,0.7630755,0.0004847941,0.0003474245,0.1438655,0.003143294,0.002051422,0.01262584,0.005701036,0.06751907,0.00008690832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9262651,0.01283507,0.004388141,0.007160836,0.001360294,0.00009783988,0.0006113845,0.0003510356,0.04693028],"genre_scores_gemma":[0.9902045,0.00231198,0.002736923,0.0007764457,0.0005956072,0.00002068455,0.0003623554,0.00005022928,0.002941221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003589828,"threshold_uncertainty_score":0.007137895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05787194481832866,"score_gpt":0.3346972317498421,"score_spread":0.2768252869315134,"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."}}