{"id":"W3199558734","doi":"10.1016/j.fertnstert.2021.07.838","title":"ULTRASOUND BASED ENDOMETRIAL RECEPTIVITY SCORING ACCURATELY IDENTIFIES IVF CYCLES WITH LOW PROBABILITY OF PREGNANCY","year":2021,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Ovarian function and disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; CReATe Fertility Centre","funders":"","keywords":"Pregnancy; Logistic regression; Obstetrics; Medicine; Gynecology; Menstrual cycle; Cervical canal; Hysteroscopy; Ultrasound; Endometrium; Radiology; Biology; Cervix; Internal medicine","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":[0.00157655,0.0004335592,0.0004462303,0.002066844,0.0002367122,0.0008710776,0.0003237178,0.000716572,0.001527365],"category_scores_gemma":[0.01025904,0.0002202129,0.0002612919,0.0006338201,0.0003148666,0.0003840524,0.0003762216,0.0003384773,0.0003790256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811649,"about_ca_system_score_gemma":0.0003535084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007537201,"about_ca_topic_score_gemma":0.001228527,"domain_scores_codex":[0.9992823,0.0003751522,0.00008320135,0.00004870911,0.0001197427,0.00009102698],"domain_scores_gemma":[0.9964636,0.002190893,0.0006787444,0.0001348754,0.0003503067,0.0001815748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006028567,0.00006010687,0.9725617,0.00005556093,0.00004223162,0.0003894834,0.00008734137,0.00043102,0.003689697,0.0001268892,0.0003788141,0.02157436],"study_design_scores_gemma":[0.00003570558,0.000634748,0.9828514,0.0001000326,0.0001039479,0.004118676,0.0002811103,0.006829556,0.00314484,0.0004484854,0.00142704,0.00002449031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991707,0.001495756,0.002007347,0.0002013185,0.00005777143,0.00007565242,0.000218867,0.00004774197,0.004188564],"genre_scores_gemma":[0.9976704,0.0002385329,0.001446813,0.00006037681,0.00003153257,0.00002021874,0.0001586673,0.000006102518,0.0003673608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002066844,"threshold_uncertainty_score":0.008337677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05105359497478033,"score_gpt":0.2835941104041135,"score_spread":0.2325405154293332,"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."}}