{"id":"W4283729776","doi":"10.1093/humrep/deac148","title":"Pregnancy complications and placental histology following embryo transfer with a thinner endometrium","year":2022,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Endometrium; Medicine; Pregnancy; Obstetrics; Gynecology; Embryo transfer; Retrospective cohort study; Pregnancy rate; Biology; Pathology","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":[0.0003356748,0.0001700985,0.0002564956,0.0002111862,0.001194734,0.00001273727,0.0001370041,0.00006531443,0.0002876381],"category_scores_gemma":[0.00003079997,0.0001552951,0.00007585894,0.0002629019,0.0001728769,0.0001102634,0.00007532419,0.0003249847,0.00003240472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008564828,"about_ca_system_score_gemma":0.00002902805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008650972,"about_ca_topic_score_gemma":0.00001636366,"domain_scores_codex":[0.998105,0.0003742947,0.0002689743,0.0009293453,0.00006593269,0.0002564119],"domain_scores_gemma":[0.9991493,0.00003256458,0.00008025752,0.0006717349,0.00004800535,0.00001817301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002309512,0.0006502899,0.03380096,0.0001137946,0.0006083681,0.00003094468,0.007093391,0.00006033473,0.9339444,0.01026817,0.002213507,0.01098488],"study_design_scores_gemma":[0.01636427,0.005154165,0.4997067,0.0004658605,0.0008505674,0.01377626,0.009274681,0.00000248036,0.1386071,0.002846218,0.3105453,0.002406472],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374676,0.0505055,0.0005782008,0.0008749441,0.001974527,0.001140906,0.00002778176,0.0002397097,0.00719078],"genre_scores_gemma":[0.9903822,0.00001874462,0.00004393288,0.00003374608,0.00005077079,0.0003636926,0.0001651118,0.00002528145,0.00891653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7953373,"threshold_uncertainty_score":0.9189052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941941210269066,"score_gpt":0.2395268370300382,"score_spread":0.2201074249273476,"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."}}