{"id":"W4403594613","doi":"10.1016/j.fertnstert.2024.07.653","title":"THE EFFECTS OF NATURAL VERSUS PROGRAMMED FROZEN EMBRYO TRANSFER CYCLES ON PLACENTAL HISTOPATHOLOGY","year":2024,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Histopathology; Embryo; Embryo transfer; Andrology; Chemistry; Biology; Medicine; Pathology; Cell 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007258633,0.0002092056,0.0003049056,0.0002661455,0.0001738053,0.0003985304,0.0002751983,0.0002654474,0.002712895],"category_scores_gemma":[0.002982292,0.0001409487,0.0002047246,0.0001443924,0.0006519837,0.000351002,0.0001709941,0.0004398325,0.0001146287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002881748,"about_ca_system_score_gemma":0.0004514509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000979942,"about_ca_topic_score_gemma":0.001730347,"domain_scores_codex":[0.9995902,0.0002044928,0.00002120054,0.0000711342,0.0000567804,0.00005611477],"domain_scores_gemma":[0.9979913,0.00150268,0.0001453469,0.0001406599,0.0001012509,0.0001187728],"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":[0.2116404,0.003633324,0.03094093,0.0003261018,0.0002366154,0.002051709,0.0009024945,0.002656263,0.6532237,0.001038036,0.0008970537,0.09245336],"study_design_scores_gemma":[0.001788015,0.1166378,0.2450832,0.0001192046,0.0005740873,0.002464625,0.002327586,0.009750309,0.6087314,0.001917992,0.01046816,0.000137573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980258,0.0005631523,0.0003858136,0.00004459953,0.00006468439,0.00002873932,0.00008709285,0.00001048672,0.0007896486],"genre_scores_gemma":[0.9978424,0.0002567195,0.0004991786,0.00004361437,0.00002889984,0.00004522833,0.00007822016,0.000009878977,0.001195804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002712895,"threshold_uncertainty_score":0.009075582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134288851105424,"score_gpt":0.2720846061384898,"score_spread":0.2586557210279474,"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."}}