{"id":"W2109831854","doi":"10.1093/humrep/16.1.195","title":"Granulosa–luteal cell function <i>in vitro</i> and ovarian stimulation protocols","year":2001,"lang":"en","type":"letter","venue":"Human Reproduction","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Luteal phase; Stimulation; Andrology; In vitro fertilisation; Medicine; In vitro; Ovary; Granulosa cell; Biology; Internal medicine; Follicular phase; Cell biology; Embryo; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009055645,0.0003932941,0.0006160103,0.0003501464,0.0002061465,0.00003187945,0.00007392508,0.001020539,0.0001034435],"category_scores_gemma":[0.0001173947,0.000370492,0.0001211898,0.0002656165,0.000214703,0.0001507175,0.0000422581,0.00188963,0.00003272035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912979,"about_ca_system_score_gemma":0.00006427109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001153247,"about_ca_topic_score_gemma":0.000006048055,"domain_scores_codex":[0.9964732,0.0002862916,0.0006071742,0.001950797,0.0003013076,0.0003812317],"domain_scores_gemma":[0.998069,0.00002302111,0.0003119328,0.001338676,0.0002010628,0.00005632202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02286575,0.001390529,0.04256641,0.003575125,0.0002322725,0.0005039728,0.0005246684,0.00002579052,0.3356763,0.00003125775,0.5602606,0.03234725],"study_design_scores_gemma":[0.002251865,0.0007678196,0.3646077,0.0001424108,0.0002253267,0.0002538168,0.00001614381,0.00001724651,0.0113834,0.002008369,0.6178821,0.0004438818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4964789,0.00138099,0.0007111887,0.4065509,0.003261649,0.0767844,0.00004737974,0.000932829,0.01385179],"genre_scores_gemma":[0.7093145,0.0001179589,0.001209223,0.1245227,0.07651911,0.0182378,0.0090608,0.0003896902,0.06062826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.324293,"threshold_uncertainty_score":0.9998747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04000021968168911,"score_gpt":0.3004933398436546,"score_spread":0.2604931201619655,"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."}}