{"id":"W1995342298","doi":"10.1177/1066896909342565","title":"Vascular and Capsular Pseudoinvasion in Thyroid Neoplasms","year":2009,"lang":"en","type":"article","venue":"International Journal of Surgical Pathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Vascular invasion; Follicular carcinoma; Pathology; Thyroid; Follicular phase; Medicine; Thyroid carcinoma; Cancer; Papillary 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002429455,0.00008714022,0.0002794279,0.0001971522,0.0000111809,0.00001131259,0.0000790159,0.00007426154,0.0000590915],"category_scores_gemma":[0.0000394236,0.00006349256,0.0001198259,0.0000575919,0.00004260616,0.00007337391,0.00001899768,0.0001927642,0.000005419963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009683006,"about_ca_system_score_gemma":0.00004667257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000919183,"about_ca_topic_score_gemma":0.000004076861,"domain_scores_codex":[0.9990725,0.00004715343,0.0003519,0.0001221235,0.0002906733,0.0001156863],"domain_scores_gemma":[0.99951,0.00006576286,0.0001221612,0.000068551,0.0001314252,0.0001021343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004789841,0.005431468,0.4263227,0.00003004892,0.000793803,0.2570585,0.001302505,0.0004373585,0.04110018,0.01440302,0.003477984,0.2448525],"study_design_scores_gemma":[0.01857097,0.003446287,0.9044153,0.000318845,0.0001210039,0.04025345,0.00008950796,0.00007946207,0.003530656,0.00452015,0.02447085,0.0001835029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834917,0.004279167,0.00004335347,0.01118626,0.0002518105,0.00005977853,0.000002289891,0.000004776004,0.0006808618],"genre_scores_gemma":[0.9923511,0.006273654,0.0005248365,0.0005858153,0.0002347732,0.000001449734,0.000003728691,0.000004715769,0.00001992209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4780926,"threshold_uncertainty_score":0.2589152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019678033000493,"score_gpt":0.2814754136538837,"score_spread":0.2712786333238787,"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."}}