{"id":"W2060587226","doi":"10.1016/s0015-0282(02)03244-2","title":"Validation of a model predicting spontaneous pregnancy among subfertile untreated couples","year":2002,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Ovarian function and disorders","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Live birth; Obstetrics; Population; Pregnancy; Medicine; Fertility; Infertility; Demography; Gynecology; 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":[0.000139358,0.0001258898,0.0002690423,0.00004458019,0.00007977216,0.00001400399,0.00003585739,0.0001054444,0.0005625088],"category_scores_gemma":[0.0001839501,0.0001122903,0.00006566547,0.0001145239,0.000143924,0.0001210316,0.00002827806,0.0001017269,0.000004758918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000284125,"about_ca_system_score_gemma":0.00001957039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001516585,"about_ca_topic_score_gemma":0.00006066165,"domain_scores_codex":[0.9989874,0.00005189257,0.0003383722,0.0002831549,0.0001756924,0.0001634874],"domain_scores_gemma":[0.9993563,0.00004157429,0.00007882001,0.000299346,0.0001050708,0.0001188664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01882109,0.001389624,0.9503396,0.001113058,0.0001230028,0.0000570296,0.003590788,0.0003251093,0.004037978,0.00001631161,0.0001071318,0.02007934],"study_design_scores_gemma":[0.0009873584,0.0001586521,0.7869574,0.0001111022,0.00006662757,0.00001690868,0.0001374322,0.2101422,0.001200774,0.0001320023,0.00001448996,0.00007509368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993819,0.000365525,0.0007636791,0.00009881273,0.00004806328,0.0003634054,0.00003640826,0.00009231439,0.0044128],"genre_scores_gemma":[0.9989952,0.00002946576,0.0001169771,0.00004202827,0.000006975455,0.00001117189,0.00003162376,0.00000814698,0.0007584184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2098171,"threshold_uncertainty_score":0.6159077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03413958463115084,"score_gpt":0.2383826512844198,"score_spread":0.2042430666532689,"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."}}