{"id":"W3081009749","doi":"10.1080/09513590.2020.1807931","title":"The biochemical pregnancy loss rate remains stable up irrespective of age and differs in pattern from clinical miscarriages","year":2020,"lang":"en","type":"article","venue":"Gynecological Endocrinology","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill Genome Centre; McGill University","funders":"","keywords":"Medicine; Miscarriage; Pregnancy; Obstetrics; Advanced maternal age; Pregnancy rate; Aneuploidy; Gynecology; Retrospective cohort study; Fetus; Internal medicine; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002810555,0.0002639243,0.000826181,0.0000397139,0.0001258029,0.00001316719,0.0004298685,0.0004069081,0.0002914717],"category_scores_gemma":[0.002459493,0.0001696186,0.0001465562,0.0001419807,0.001472639,0.00004694222,0.0004197853,0.0007212585,0.00009819625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002948766,"about_ca_system_score_gemma":0.0000429052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001150079,"about_ca_topic_score_gemma":0.00009783155,"domain_scores_codex":[0.9958544,0.001758827,0.0008139753,0.0008855205,0.00004164306,0.0006456575],"domain_scores_gemma":[0.9959543,0.003250641,0.0002580905,0.0004119705,0.00006216024,0.00006280883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008204586,0.0003792089,0.8712653,0.00006966906,0.0005686287,0.0008154552,0.001357558,0.000002759405,0.09375375,0.002497597,0.002059742,0.02640988],"study_design_scores_gemma":[0.00379116,0.0008289075,0.9660483,0.00007701881,0.0000451809,0.00003433898,0.0005693632,0.000002509945,0.02185065,0.002822694,0.003681581,0.0002483069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736584,0.02106275,0.0000781926,0.002704011,0.001023563,0.0005674363,0.00008042324,0.00005636691,0.0007687979],"genre_scores_gemma":[0.9975373,0.001713207,0.00002164625,0.0002483719,0.00007325991,0.00005899358,0.00003294673,0.00001391758,0.000300317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09478299,"threshold_uncertainty_score":0.6916847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04241128297585053,"score_gpt":0.28933930000558,"score_spread":0.2469280170297295,"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."}}