{"id":"W7104271367","doi":"10.71781/1137","title":"Gestational trophoblastic disease and risk of nontrophoblastic cancer later in life","year":2024,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Disease; Risk factor; Cervical cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001191332,0.0003607107,0.0007037263,0.0003602246,0.00005267823,0.00007532512,0.0001437002,0.0001183053,0.002310975],"category_scores_gemma":[0.0008846432,0.0003101646,0.0001114167,0.0002692957,0.00011411,0.00009253409,0.0000875509,0.0003642475,0.0001952387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001063701,"about_ca_system_score_gemma":0.001577908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002840141,"about_ca_topic_score_gemma":0.001119204,"domain_scores_codex":[0.9979262,0.00005737746,0.0006172672,0.0006346274,0.0005095004,0.0002550007],"domain_scores_gemma":[0.998563,0.000364514,0.0002651575,0.0002010484,0.0002597224,0.0003465808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1189599,0.007512844,0.6011901,0.03745974,0.02313394,0.008370761,0.04247766,0.01456189,0.01143111,0.0009752981,0.01762305,0.1163037],"study_design_scores_gemma":[0.002371693,0.0002078225,0.9857146,0.003436322,0.003735881,0.000003464867,0.001002315,0.00172399,0.00007970853,0.0006008285,0.0007757174,0.0003477261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899778,0.004831693,0.00000503403,0.0001987154,0.0004413667,0.001018633,0.001326715,0.000002778466,0.002197297],"genre_scores_gemma":[0.9847537,0.0018206,0.001016086,0.00002746512,0.0001459924,0.0002980577,0.001046819,0.00007431905,0.010817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3845244,"threshold_uncertainty_score":0.999935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179367357438284,"score_gpt":0.319660316235973,"score_spread":0.3017235804921446,"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."}}