{"id":"W2995380760","doi":"10.1038/s41379-019-0432-4","title":"Comprehensive analysis of 204 sporadic hydatidiform moles: revisiting risk factors and their correlations with the molar genotypes","year":2019,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Ottawa Fertility Centre; Centre Hospitalier de l’Université de Montréal; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Molar pregnancy; Miscarriage; Genotype; Gynecology; Products of conception; Choriocarcinoma; Obstetrics; Pregnancy; Population; Medicine; Biology; Partial Hydatidiform Mole; Gestation; Pathology; Genetics; Fetus; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00007800436,0.0001376745,0.0004351975,0.0001524386,0.00009462107,0.000004849161,0.00004931149,0.00004009787,0.00003822475],"category_scores_gemma":[0.00006614689,0.00007286473,0.00008069322,0.0002636406,0.0002112408,0.0000327067,0.00004187666,0.0001310242,0.000006910105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001694016,"about_ca_system_score_gemma":0.00003591186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004093134,"about_ca_topic_score_gemma":0.00001846503,"domain_scores_codex":[0.9992656,0.00006869977,0.0001811078,0.000221768,0.0001283623,0.000134501],"domain_scores_gemma":[0.9988779,0.0004567094,0.0001848244,0.0002499636,0.0001856937,0.00004489237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001020909,0.00003690421,0.9802684,0.00006197454,0.001400413,0.00001645773,0.005674292,0.009885041,0.001453857,0.0002651108,0.0000124369,0.0008230742],"study_design_scores_gemma":[0.0004178403,0.0001521182,0.9684067,0.00002656288,0.001645788,0.00001512348,0.003581922,0.02532967,0.00004453615,0.0002637374,0.00004263143,0.00007332429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893435,0.001050015,0.008648366,0.0002135696,0.00001952922,0.0002620942,0.0001642526,0.0000167999,0.0002819062],"genre_scores_gemma":[0.9991503,0.00009824313,0.0004744094,0.00008570369,0.00001362253,0.000007231348,0.00009720409,0.00001232636,0.00006089672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01544463,"threshold_uncertainty_score":0.2971337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183093483477487,"score_gpt":0.2331060405649346,"score_spread":0.2212751057301598,"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."}}