{"id":"W2108138662","doi":"10.1093/humrep/deh097","title":"The desire for multiple pregnancy in male and female infertility patients","year":2004,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Fertility; Infertility; Pregnancy; Medicine; Obstetrics; Logistic regression; Fetus; Live birth; Prospective cohort study; Gynecology; Population; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002731408,0.0001090783,0.0001527905,0.00006827555,0.0003609987,0.000009740187,0.00005383979,0.0001073811,0.00000382064],"category_scores_gemma":[0.0008221358,0.0000809654,0.00004204405,0.0001329344,0.0002406797,0.000085699,0.00003921545,0.0001897452,0.000003408645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008572788,"about_ca_system_score_gemma":0.00002621468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001969259,"about_ca_topic_score_gemma":0.00006142463,"domain_scores_codex":[0.99885,0.00002550212,0.0002371599,0.000602035,0.00008995186,0.0001952799],"domain_scores_gemma":[0.9990636,0.00002531898,0.00008420935,0.0006641841,0.0001335477,0.00002917328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000223116,0.0005517433,0.9265338,0.0001639957,0.0000305162,0.000004589201,0.0003492799,0.00000760629,0.001879651,0.003467591,0.00002312327,0.06676503],"study_design_scores_gemma":[0.002418002,0.0003095934,0.9691279,0.0002954648,0.00002915771,0.00002867358,0.0001228559,0.000002357062,0.01199227,0.01525773,0.0003258954,0.00009012972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942694,0.002804815,0.0001817132,0.0006459501,0.0002054181,0.001396168,0.000001673441,0.00009201348,0.0004028816],"genre_scores_gemma":[0.9980875,0.00006433945,0.0005386504,0.00001223209,0.00008814251,0.0002252367,0.00001741695,0.00001418159,0.000952331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0666749,"threshold_uncertainty_score":0.3301673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0351918236364202,"score_gpt":0.2923332924881745,"score_spread":0.2571414688517543,"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."}}