{"id":"W3085164707","doi":"10.1016/j.xfre.2020.09.003","title":"Transfers of lower quality embryos based on morphological appearance result in appreciable live birth rates: a Canadian center’s experience","year":2020,"lang":"en","type":"article","venue":"F&S Reports","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Center (category theory); Live birth; Quality (philosophy); Demography; Biology; Sociology; Physics; Pregnancy; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001542681,0.0002621038,0.0001856898,0.0006281739,0.001934132,0.000824464,0.0006685035,0.0003452356,0.002090215],"category_scores_gemma":[0.006707639,0.0001793367,0.0002377998,0.001248466,0.0007376996,0.000282044,0.0005829181,0.0005421459,0.0001880424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01045832,"about_ca_system_score_gemma":0.01668757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6315618,"about_ca_topic_score_gemma":0.7959132,"domain_scores_codex":[0.9990422,0.0001458249,0.00007146943,0.0001026588,0.0004719579,0.0001658646],"domain_scores_gemma":[0.9967963,0.0006241507,0.000599936,0.0002317479,0.001181061,0.000566804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002656804,0.0002562537,0.839364,0.0002524149,0.00005996615,0.008606643,0.005427836,0.0005268315,0.003105659,0.000867438,0.007064628,0.1342027],"study_design_scores_gemma":[0.00005684103,0.0005810782,0.9470133,0.0003378675,0.00007461715,0.02122848,0.006886327,0.0008109249,0.002160852,0.0002362543,0.02054003,0.0000733402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844824,0.002441854,0.001290605,0.001489031,0.00006768332,0.0001503084,0.0004067615,0.0000304457,0.009640872],"genre_scores_gemma":[0.9931779,0.002563568,0.002166069,0.0003884397,0.00002040286,0.00002592248,0.0003045132,0.00002128976,0.001331944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6315618,"threshold_uncertainty_score":0.7412161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05500155713715319,"score_gpt":0.3178412880402127,"score_spread":0.2628397309030595,"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."}}