{"id":"W2038494492","doi":"10.1503/cmaj.141605","title":"Social egg freezing: risk, benefits and other considerations","year":2015,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Fertility Centre; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Oocyte cryopreservation; Guideline; Assisted reproductive technology; Reproductive medicine; Computer science; Gynecology; Medicine; Data science; Biology; Environmental health; Fertility; Pregnancy; Fertility preservation; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00367638,0.0002306155,0.001130345,0.0002057463,0.0005331314,0.00005812646,0.00008678388,0.001427186,0.001563006],"category_scores_gemma":[0.00889043,0.0001785794,0.0002520188,0.0001494318,0.000138479,0.00004935758,0.00001924037,0.002412539,0.0001191306],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171998,"about_ca_system_score_gemma":0.009422156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009430284,"about_ca_topic_score_gemma":0.006805698,"domain_scores_codex":[0.9972359,0.0007122468,0.0006527103,0.0003085554,0.0006983789,0.0003922351],"domain_scores_gemma":[0.9968037,0.0002830768,0.0005485145,0.0001378006,0.0005788274,0.001648088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000949391,0.00002411914,0.005822804,0.0002021774,0.0005179969,0.0001146512,0.0001673403,1.803461e-8,1.243439e-8,0.0002931259,0.1253064,0.8675418],"study_design_scores_gemma":[0.0004141169,0.00004293738,0.0036648,0.0007351817,0.0006467742,0.001475696,0.000035205,0.000001248981,3.727604e-8,0.0004031404,0.9924295,0.0001513802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001856375,0.9898058,0.000002543589,0.006168917,0.0005862726,0.0003075007,0.000193053,0.0000163628,0.002733903],"genre_scores_gemma":[0.0002047428,0.9910215,0.0000489226,0.00291666,0.005328358,0.00001487609,0.00003619749,0.00003025931,0.0003985074],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8673905,"threshold_uncertainty_score":0.999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07763600017359214,"score_gpt":0.3460594112936178,"score_spread":0.2684234111200257,"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."}}