{"id":"W2903459568","doi":"10.2196/10463","title":"Fertility Preservation in Children and Adolescents With Cancer: Pilot of a Decision Aid for Parents of Children and Adolescents With Cancer","year":2018,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; National Breast Cancer Foundation","keywords":"Regret; Fertility preservation; Fertility; Medicine; Usability; Family medicine; Scale (ratio); Infertility; Clinical psychology; Gynecology; Population; Environmental health; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002685902,0.0001504371,0.0003261419,0.00009597334,0.00007490776,0.00000834793,0.00005353849,0.00007596839,0.000003059169],"category_scores_gemma":[0.00007308743,0.0001071434,0.00001815425,0.0002093418,0.0001900812,0.0001112326,0.00006622871,0.0001143041,5.013003e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001894772,"about_ca_system_score_gemma":0.00006489498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007108,"about_ca_topic_score_gemma":0.0003884669,"domain_scores_codex":[0.9988287,0.00003438287,0.0003149159,0.0004572764,0.0001627761,0.0002019253],"domain_scores_gemma":[0.9992152,0.00001981131,0.0002537484,0.0001894215,0.000243695,0.00007813628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009162778,0.0002934423,0.9822634,0.0004168436,0.00003191291,2.180622e-7,0.0002434175,0.000001075382,0.0001068918,7.021966e-7,0.00001346059,0.007465845],"study_design_scores_gemma":[0.003900726,0.0008941651,0.9937463,0.000800528,0.0001193592,0.000003320404,0.00002314113,0.00006247997,0.00031725,0.00002424934,0.000002595876,0.0001059014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964175,0.002047402,0.0001061812,0.00002100798,0.00004661487,0.001245403,0.0001051161,0.000007593303,0.000003147173],"genre_scores_gemma":[0.9991482,0.000402102,0.000182372,0.0000162969,0.0001406441,0.00006286032,0.00003047458,0.00001169237,0.000005297049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01148287,"threshold_uncertainty_score":0.4369181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02059673331998465,"score_gpt":0.2998444233545334,"score_spread":0.2792476900345488,"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."}}