{"id":"W2418350638","doi":"10.1097/igc.0000000000000740","title":"Gestational Trophoblastic Disease","year":2016,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Gestational trophoblastic disease; Disease registry; Pregnancy; Family medicine; Gynecologic oncology; Obstetrics; Disease; Gynecology; Gestation; 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":[0.0009122607,0.0002743652,0.0004101696,0.003744148,0.0007380483,0.0008871373,0.0004328838,0.0004158145,0.008581473],"category_scores_gemma":[0.005503715,0.0002757201,0.0005062555,0.005793212,0.0003596465,0.0005646053,0.0006987342,0.000683502,0.001058204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007898663,"about_ca_system_score_gemma":0.001479209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01720606,"about_ca_topic_score_gemma":0.0169918,"domain_scores_codex":[0.9988909,0.0003409359,0.0002280382,0.0001318713,0.0002451056,0.0001631726],"domain_scores_gemma":[0.9983703,0.0005711078,0.0004510697,0.0001943288,0.0002113235,0.0002018481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001039669,0.0001438159,0.9276712,0.001451636,0.0004158063,0.001120303,0.001704228,0.00007944922,0.0004488066,0.003234673,0.01037787,0.05231247],"study_design_scores_gemma":[0.000197719,0.0006795661,0.8798254,0.001724511,0.0006630343,0.005106515,0.003224253,0.00007654383,0.0007400697,0.0011056,0.1066335,0.00002329716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7424529,0.09923442,0.0009583669,0.002357125,0.0006277531,0.0009534601,0.03075709,0.00004221743,0.1226166],"genre_scores_gemma":[0.932174,0.03417376,0.0009282126,0.001199886,0.000282124,0.001103814,0.01230792,0.00001410167,0.01781609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01720606,"threshold_uncertainty_score":0.03421187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02274541916271871,"score_gpt":0.3312601530611738,"score_spread":0.3085147338984551,"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."}}