{"id":"W3193763314","doi":"10.1093/humrep/deab130.694","title":"P–695 Establishing predictors of the mode of conception in fertility patients presenting with a clinical pregnancy","year":2021,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Infertility; Fertility; Unexplained infertility; Medicine; Pregnancy; Obstetrics; Gynecology; Ovulation induction; Spontaneous conception; In vitro fertilisation; Female infertility; Retrospective cohort study; Population; Internal medicine; 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":[0.0003386391,0.0001049249,0.0003257153,0.00007228314,0.00007612573,0.000003919844,0.00009440134,0.0001473785,0.00001590812],"category_scores_gemma":[0.001582187,0.00007464302,0.00009676567,0.0004641972,0.0004219349,0.0001477303,0.0001020012,0.0004220742,3.661849e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004488974,"about_ca_system_score_gemma":0.0000953636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003668851,"about_ca_topic_score_gemma":0.00004901877,"domain_scores_codex":[0.9980897,0.0002106142,0.0006279821,0.0006582528,0.0002717017,0.0001417196],"domain_scores_gemma":[0.9978962,0.00002941632,0.0004213039,0.001139134,0.0004907391,0.00002318633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001197081,0.0008607879,0.9910417,0.0002210379,0.00005934785,0.000003497976,0.0005050879,0.0000375705,0.003470508,0.0001725521,0.00002085352,0.003487312],"study_design_scores_gemma":[0.001037231,0.0001599745,0.9386857,0.0008442519,0.00009183179,0.000008772077,0.0001911643,0.00001701314,0.05823813,0.0006474945,0.0000203794,0.00005802527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975305,0.0003514961,0.00004403808,0.0002128256,0.0003276119,0.0005555443,0.000002840414,0.0000461668,0.0009289526],"genre_scores_gemma":[0.9991127,0.00001984965,0.000249602,0.000005293787,0.0001052021,0.00002100639,0.00002051297,0.00001273878,0.000453071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05476762,"threshold_uncertainty_score":0.3043854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03555492520191803,"score_gpt":0.326135191070587,"score_spread":0.2905802658686689,"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."}}