{"id":"W1595086755","doi":"10.1002/9780471420194.tnmc37.pub2","title":"Gestational Trophoblastic Tumours","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Lymph node metastasis; Medicine; Stage (stratigraphy); Distant metastasis; Metastasis; Lymph node; Pathology; Cancer; Oncology; Internal medicine; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002729588,0.0003348185,0.0004760983,0.0003117621,0.00003723266,0.00001039151,0.0001013636,0.0002110263,0.04756834],"category_scores_gemma":[0.0005151729,0.0002897454,0.0001323778,0.0001468569,0.000205037,0.00001285996,0.00004739362,0.0004700284,0.001354061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004437462,"about_ca_system_score_gemma":0.0004174854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003460437,"about_ca_topic_score_gemma":0.0001631213,"domain_scores_codex":[0.9985305,0.0000165691,0.0002507692,0.0003772122,0.0005543992,0.0002705685],"domain_scores_gemma":[0.999003,0.0001571629,0.0001714714,0.0002966319,0.0001411878,0.0002305334],"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":[0.00008273823,0.0004641031,0.0002928507,0.0002271817,0.0001814226,0.0001986956,0.00001872659,0.000002259751,0.0001597337,0.0003753601,0.9971649,0.0008319934],"study_design_scores_gemma":[0.001420952,0.000187509,0.06497154,0.0006074032,0.0004764854,0.00007354824,0.00004628513,0.00007738339,0.000004480054,0.0002399618,0.9315603,0.000334189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00295134,0.0012815,0.0003746088,0.003255167,0.001761723,0.001168643,0.02813786,0.0009799636,0.9600892],"genre_scores_gemma":[0.002076859,0.0001279643,0.02144082,0.0005576621,0.002269499,0.0000554085,0.008802556,0.0006358226,0.9640334],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06560467,"threshold_uncertainty_score":0.9999555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366095309244345,"score_gpt":0.2902436284317157,"score_spread":0.2765826753392723,"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."}}