{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001098281,0.0001210462,0.0002256614,0.0001503769,0.00003225937,0.00001675158,0.0001861068,0.00003529507,0.004719168],"category_scores_gemma":[0.002629563,0.00006500039,0.000198071,0.00007193392,0.0001709312,0.0001391829,0.00004950407,0.0001032463,0.00007611104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003754334,"about_ca_system_score_gemma":0.0005214824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001736012,"about_ca_topic_score_gemma":0.000001869618,"domain_scores_codex":[0.9983104,0.00003415894,0.000437948,0.0001473436,0.0009110816,0.0001591091],"domain_scores_gemma":[0.9970636,0.0007534887,0.0002693714,0.0000664427,0.001535731,0.0003113796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01683144,0.002589865,0.7758804,0.00008051215,0.002988672,0.007666493,0.0001434677,0.0009006509,0.02185007,0.02061462,0.03893697,0.1115169],"study_design_scores_gemma":[0.002759066,0.0003606727,0.9795149,0.0002114746,0.0001426533,0.00009591005,0.00002162752,0.00002826903,0.0001149601,0.004887634,0.01176773,0.00009508748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543414,0.0006530448,0.004063482,0.03781087,0.001906438,0.0001291658,0.000139888,0.00002254795,0.000933206],"genre_scores_gemma":[0.9953033,0.0005267471,0.001146842,0.001270454,0.0007692433,0.00002045291,0.00000336462,0.0000108406,0.0009487048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2036345,"threshold_uncertainty_score":0.9961907,"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."}}