{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006012643,0.0002757472,0.0003892588,0.000325745,0.0006860028,0.0007226477,0.0003621116,0.0004767122,0.002955309],"category_scores_gemma":[0.01501108,0.000263555,0.0004997956,0.0002648359,0.0003990744,0.0005874794,0.0008959438,0.0008380772,0.0002458334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000756903,"about_ca_system_score_gemma":0.001871884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001246338,"about_ca_topic_score_gemma":0.002265538,"domain_scores_codex":[0.9981002,0.001289257,0.0001751219,0.00009606125,0.000180796,0.0001584724],"domain_scores_gemma":[0.9911183,0.006224239,0.0006668915,0.0002673901,0.0007188995,0.001004356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005154229,0.03201811,0.6171716,0.001394704,0.0001361137,0.0041596,0.06762893,0.001269995,0.002456262,0.0002896999,0.004741043,0.2635798],"study_design_scores_gemma":[0.004792385,0.0870352,0.7588614,0.0009125865,0.0003939502,0.005331262,0.09930401,0.007048524,0.006740549,0.0005377799,0.02886175,0.0001806883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986619,0.00006383484,0.0001882241,0.00009602131,0.000009440033,0.0005815553,0.00007955702,0.000008914702,0.0003106228],"genre_scores_gemma":[0.9922016,0.000335798,0.0048241,0.0001853354,0.00001945123,0.001861669,0.0001789215,0.000005573194,0.0003876493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006012643,"threshold_uncertainty_score":0.0317983,"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."}}