{"id":"W3206016031","doi":"10.2196/28136","title":"An mHealth App to Support Fertility Patients Navigating the World of Infertility (Infotility): Development and Usability Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"mHealth; Fertility; Usability; Empowerment; Psychological intervention; Psychosocial; Psychology; Fertility preservation; Medical education; Medicine; Nursing; Computer science; Population; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.006097822,0.0001657629,0.0004457449,0.0001612135,0.0004965158,0.00003523796,0.0002332338,0.00006751875,0.00006238295],"category_scores_gemma":[0.002180793,0.0001096549,0.00004003572,0.001474127,0.0005009174,0.0002702576,0.0005389727,0.001123924,0.000013883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000361452,"about_ca_system_score_gemma":0.001020805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001536283,"about_ca_topic_score_gemma":0.0004683035,"domain_scores_codex":[0.9960234,0.0008047365,0.0008365791,0.0005875716,0.001123563,0.0006241183],"domain_scores_gemma":[0.9960597,0.000391517,0.0001174359,0.001177156,0.001907795,0.0003464455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004612933,0.002407984,0.8350326,0.0006115424,0.00002338516,0.00000269665,0.01725855,2.507756e-7,0.00007147298,0.00004716896,0.0000632493,0.1440198],"study_design_scores_gemma":[0.0007529377,0.002151338,0.9730365,0.00007836158,0.000005008558,0.000001540332,0.01067361,0.000021755,0.01240864,0.000324512,0.0004698705,0.0000759403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947168,0.00004372883,0.00001575434,0.001203641,0.00004718297,0.003080501,0.00001501197,0.00006598456,0.0008113675],"genre_scores_gemma":[0.9988602,0.000002788097,0.0005391304,0.00009548834,0.00001433538,0.0004062123,0.00002756644,0.000009559237,0.00004475347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1439439,"threshold_uncertainty_score":0.4882952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1141788905989337,"score_gpt":0.4874179249301905,"score_spread":0.3732390343312568,"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."}}