{"id":"W4293312749","doi":"10.1007/s10815-022-02598-7","title":"Among high responders, is oocyte development potential different in Rotterdam consensus PCOS vs non-PCOS patients undergoing IVF?","year":2022,"lang":"en","type":"article","venue":"Journal of Assisted Reproduction and Genetics","topic":"Ovarian function and disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Gynecology; Medicine; Reproductive medicine; Obstetrics; Logistic regression; Pregnancy; Andrology; Biology; Internal medicine","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":[0.0003953615,0.0001576882,0.0003072666,0.0004261346,0.0002256285,0.00003195603,0.00005831912,0.0000660927,0.000228151],"category_scores_gemma":[0.0001085765,0.0001412661,0.00008780245,0.0002594596,0.00005775342,0.00003681357,0.00007464177,0.0004211091,0.000002178399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002353835,"about_ca_system_score_gemma":0.0002442516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008013199,"about_ca_topic_score_gemma":0.0000172188,"domain_scores_codex":[0.9981042,0.000136792,0.0006980252,0.0003189015,0.0005530731,0.0001889923],"domain_scores_gemma":[0.9989518,0.00002460835,0.0004361131,0.0002256929,0.0002109378,0.0001508422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01831524,0.003207362,0.8734947,0.0002626818,0.0007502261,0.000313481,0.003568373,0.003565252,0.006647852,0.00001141763,0.0267525,0.06311087],"study_design_scores_gemma":[0.007615409,0.001214403,0.9796453,0.00006180494,0.0001119009,0.0003623192,0.001356626,0.0001751542,0.001910548,0.000029525,0.007359129,0.0001579365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935744,0.0002475234,0.0002539804,0.003926957,0.0015986,0.0002898915,0.000002676691,0.00001130427,0.00009462862],"genre_scores_gemma":[0.9968944,0.0001369394,0.001093833,0.0005551532,0.0001726928,0.000005787565,0.00001316062,0.00002003049,0.001108015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1061505,"threshold_uncertainty_score":0.5760664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195685228100986,"score_gpt":0.2306776314169822,"score_spread":0.2187207791359724,"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."}}