{"id":"W4229046581","doi":"10.2196/33594","title":"Evaluation of a Mobile Health App Offering Fertility Information to Male Patients With Cancer: Usability Study","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; McGill University; McGill University Health Centre; University of Toronto; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Usability; Fertility; Fertility preservation; Mobile apps; Computer science; Medicine; World Wide Web; Human–computer interaction; Environmental health; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001876269,0.0000968144,0.000277335,0.00005943837,0.0001381777,0.000003034302,0.00006905555,0.00002206211,0.001067469],"category_scores_gemma":[0.00008314617,0.00007708911,0.00003209781,0.000297114,0.00004613027,0.0001341948,0.00007871768,0.0001507852,0.00000220508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001237559,"about_ca_system_score_gemma":0.0008304156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002237521,"about_ca_topic_score_gemma":0.0003957039,"domain_scores_codex":[0.9981605,0.0003190643,0.0003490155,0.0002842884,0.0007277975,0.0001593131],"domain_scores_gemma":[0.9986535,0.00001297352,0.0001737611,0.0004200044,0.0006648884,0.00007484219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004520793,0.0009529729,0.8849167,0.0000927982,0.00005760127,5.324384e-8,0.003437845,0.001371727,0.00004982468,3.561765e-7,0.0001369496,0.1044624],"study_design_scores_gemma":[0.001777162,0.002668939,0.9924845,0.00001694875,0.00005974386,3.057646e-7,0.001012616,0.0002023409,0.0001249228,0.000006486759,0.001579249,0.00006686486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921651,0.0002108301,0.00001662613,0.0001815769,0.000178811,0.006960794,0.0001222264,0.00002355965,0.0001404866],"genre_scores_gemma":[0.9892368,0.00000224674,0.00002159575,0.000200335,0.00002463687,0.01044451,0.0000377811,0.000005050606,0.00002701087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1075678,"threshold_uncertainty_score":0.9998457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03400833433471902,"score_gpt":0.3684767943897606,"score_spread":0.3344684600550416,"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."}}