{"id":"W2169271729","doi":"10.1093/molehr/gap079","title":"Genomic assessment of follicular marker genes as pregnancy predictors for human IVF","year":2009,"lang":"en","type":"article","venue":"Molecular Human Reproduction","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Fertility Centre; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Biology; Oocyte; Follicular phase; Pregnancy; Embryo; Andrology; Context (archaeology); Embryo transfer; Bioinformatics; Genetics; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005967592,0.0002248409,0.0002773823,0.0004637789,0.0001130622,0.0004272175,0.000147635,0.0002461551,0.0007655038],"category_scores_gemma":[0.001300896,0.0001067003,0.0001361381,0.000596382,0.0001763005,0.000133847,0.0001576783,0.0002863377,0.0002133193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002131971,"about_ca_system_score_gemma":0.0002890796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006693272,"about_ca_topic_score_gemma":0.0006830846,"domain_scores_codex":[0.9997452,0.0001124066,0.00001038508,0.00005459354,0.00006073535,0.00001660889],"domain_scores_gemma":[0.9995525,0.0002606729,0.00008923262,0.00002940425,0.00004191252,0.0000261469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00181234,0.0001792967,0.4425133,0.0002994316,0.0002329159,0.0003549793,0.0002335419,0.006614358,0.3688274,0.0009415155,0.0008525586,0.1771384],"study_design_scores_gemma":[0.00003964261,0.001275611,0.8656151,0.00007288041,0.0003601089,0.0009712853,0.0002190801,0.03170976,0.09314602,0.002000603,0.004540597,0.0000491887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735706,0.004236174,0.0192424,0.0002176166,0.00002799923,0.00005748049,0.001305671,0.00008406657,0.001257924],"genre_scores_gemma":[0.9882763,0.0008167676,0.009541284,0.00004701244,0.00001746577,0.00004326626,0.0008155475,0.00001073817,0.0004316421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007655038,"threshold_uncertainty_score":0.003156006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019288411828602,"score_gpt":0.3269842492998074,"score_spread":0.3067913651815214,"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."}}