{"id":"W3128269926","doi":"10.1007/s10815-021-02103-6","title":"Assessing the quality of decision-making for planned oocyte cryopreservation","year":2021,"lang":"en","type":"article","venue":"Journal of Assisted Reproduction and Genetics","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Women's College Hospital; University of Toronto; Health Sciences Centre; CReATe Fertility Centre","funders":"","keywords":"Regret; Decision quality; Perception; Quality (philosophy); Oocyte cryopreservation; Psychology; Decision analysis; Fertility preservation; Gynecology; Actuarial science; Demography; Social psychology; Medicine; Patient satisfaction; Fertility; Statistics; Surgery; Mathematics; Population; Economics","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":[0.002198122,0.00006782159,0.0002715501,0.00005016775,0.0001180521,0.00002134709,0.00004636606,0.00008226089,0.000009946268],"category_scores_gemma":[0.005149418,0.00004312109,0.000118146,0.0001581384,0.0001125907,0.00009032679,0.00002476856,0.0001660061,1.090975e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002333441,"about_ca_system_score_gemma":0.0001508343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.076727e-7,"about_ca_topic_score_gemma":0.000001743256,"domain_scores_codex":[0.9986957,0.000171892,0.000636969,0.0002214963,0.0001959314,0.00007804011],"domain_scores_gemma":[0.9973136,0.0003108777,0.0005943914,0.0003727606,0.001374736,0.00003365504],"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":[0.01358575,0.0006113822,0.1499084,0.0003809259,0.0005262792,0.00001660838,0.0006326414,0.0002656126,0.4278146,0.00009693989,0.001490827,0.4046701],"study_design_scores_gemma":[0.0006463326,0.0002421645,0.9496282,0.0001094126,0.0001175334,0.000526226,0.0007896508,0.00007936437,0.04282787,0.001490122,0.00349969,0.00004343895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799797,0.004583151,0.01097336,0.003549646,0.0006835315,0.0001370765,0.000002045515,0.000003972203,0.0000875566],"genre_scores_gemma":[0.9810901,0.0002726356,0.01790408,0.00008766705,0.0005403409,0.000001307709,0.000003267343,0.00000535533,0.00009527671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7997198,"threshold_uncertainty_score":0.6164707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149220619095254,"score_gpt":0.4337264777745072,"score_spread":0.3188044158649818,"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."}}