{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001899655,0.0002347268,0.0003676973,0.000994912,0.0005437477,0.0009829978,0.0004778204,0.0004175396,0.003427352],"category_scores_gemma":[0.01016328,0.0002970083,0.0007167906,0.001529245,0.0004310269,0.0004779372,0.0005994204,0.0008261537,0.0002563826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00176424,"about_ca_system_score_gemma":0.002577937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2557588,"about_ca_topic_score_gemma":0.2297011,"domain_scores_codex":[0.9992145,0.0002980646,0.00006221279,0.0001559216,0.0001397619,0.0001296019],"domain_scores_gemma":[0.99591,0.001353333,0.0014143,0.0005013486,0.0004624881,0.0003584667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000120182,0.000009478804,0.9943282,0.00006681965,0.00015874,0.00008782549,0.0004233358,0.0001792289,0.0001421516,0.0001937711,0.0002514461,0.004038911],"study_design_scores_gemma":[0.00000513153,0.00005211492,0.9971663,0.00008918563,0.0001016488,0.0002180572,0.0003126353,0.0003391249,0.00008651384,0.0001566777,0.001466652,0.000005987363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832346,0.007473351,0.001101941,0.001226026,0.0000498722,0.00004452424,0.003976508,0.00001962853,0.00287352],"genre_scores_gemma":[0.9941374,0.002747508,0.0004884375,0.00008924912,0.00002508041,0.00003450508,0.0009025742,0.00000624654,0.001568912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2557588,"threshold_uncertainty_score":0.5085402,"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."}}