{"id":"W2414092827","doi":"10.2217/whe-2015-0001","title":"Random Start or Emergency IVF/<i>in vitro</i> Maturation: A New Rapid Approach to Fertility Preservation","year":2016,"lang":"en","type":"article","venue":"Women s Health","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Fertility preservation; Follicular phase; Antral follicle; Fertility; In vitro fertilisation; Medicine; Menstrual cycle; Gynecology; In vitro maturation; Live birth; Stimulation; Andrology; Oncology; Biology; Pregnancy; Internal medicine; Oocyte; Hormone; Population; Embryo","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001586587,0.0001503404,0.0004452018,0.00008572979,0.00008377816,0.000004305337,0.00009603208,0.00009564951,0.0004966581],"category_scores_gemma":[0.0005419145,0.00008580354,0.00004651387,0.0003510868,0.00003739404,0.000171862,0.00003506163,0.0001359956,0.00005571598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004241894,"about_ca_system_score_gemma":0.0005681216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001672795,"about_ca_topic_score_gemma":0.00003260622,"domain_scores_codex":[0.9979265,0.0002855322,0.0005513989,0.0005817009,0.0001910286,0.0004637945],"domain_scores_gemma":[0.9987702,0.00005028819,0.0001025845,0.0006020345,0.00009182299,0.0003831105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6475392,0.002088469,0.04438567,0.000928954,0.0001353129,0.000006304793,0.01480755,0.000003152722,0.06011095,0.0001117885,0.04236025,0.1875224],"study_design_scores_gemma":[0.005047246,0.0007391049,0.9527991,0.0000378568,0.000005565657,0.000006000439,0.0002351512,0.00002514267,0.001968078,0.0006671288,0.03833243,0.000137163],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609604,0.000552966,0.006627766,0.02725477,0.0003537625,0.002174487,0.00002010866,0.00008124739,0.001974456],"genre_scores_gemma":[0.9876814,0.0001403279,0.001966458,0.00172584,0.0003105023,0.0002197704,0.00003467396,0.00001295905,0.007908068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9084135,"threshold_uncertainty_score":0.5438059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05589013029961738,"score_gpt":0.3197232913001518,"score_spread":0.2638331610005344,"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."}}