{"id":"W2603843005","doi":"10.1093/ajcp/aqx016","title":"Breast Tumor Resembling Tall Cell Variant of Papillary Thyroid Carcinoma","year":2017,"lang":"en","type":"article","venue":"American Journal of Clinical Pathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Papillary carcinoma; Pathology; Thyroid; Carcinoma; Medicine; Thyroid carcinoma; Cancer research; Internal medicine; Oncology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001356511,0.0001767481,0.001486383,0.0001156574,0.00009764361,0.00001601616,0.0003737063,0.00007865268,0.0000559062],"category_scores_gemma":[0.0005994088,0.0001258555,0.0005795003,0.00007468145,0.0009993423,0.00008727969,0.0001225691,0.0005419293,0.00001378975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004019699,"about_ca_system_score_gemma":0.0004233804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001319204,"about_ca_topic_score_gemma":0.000008648124,"domain_scores_codex":[0.9972943,0.0002953461,0.00153028,0.0002698481,0.0003134256,0.0002968006],"domain_scores_gemma":[0.9947823,0.0005647168,0.003152756,0.0007475453,0.0003814566,0.0003712495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00272992,0.001766875,0.9058037,0.00004676047,0.0002567147,0.01503028,0.0001734999,0.000009352302,0.003239166,0.00009450323,0.001414258,0.06943502],"study_design_scores_gemma":[0.004969561,0.01106093,0.9712996,0.0001485375,0.0004129759,0.009814695,0.0002698781,0.00001449675,0.001035933,0.0001547393,0.0006946533,0.0001239655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924807,0.001181417,0.00007583338,0.003376101,0.0005852447,0.0001177448,0.00002201627,0.000006024591,0.002154909],"genre_scores_gemma":[0.9945936,0.001151348,0.002694399,0.0006958175,0.0007792325,0.000003391145,0.00000189056,0.00002590496,0.00005444069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06931106,"threshold_uncertainty_score":0.5132239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04129594838071759,"score_gpt":0.3775404028855435,"score_spread":0.3362444545048259,"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."}}