{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006732848,0.0006066057,0.0005462218,0.001074245,0.0005999529,0.0009260747,0.0006336959,0.0008307853,0.001574142],"category_scores_gemma":[0.01593868,0.0003536695,0.0007686345,0.0004053907,0.0004910582,0.001174602,0.001062043,0.0006348399,0.0003372252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003945196,"about_ca_system_score_gemma":0.00129898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009587383,"about_ca_topic_score_gemma":0.002319879,"domain_scores_codex":[0.9977304,0.00105252,0.0002502134,0.0002347997,0.0005486821,0.0001833141],"domain_scores_gemma":[0.9893368,0.007774636,0.0003736382,0.0003523166,0.001764105,0.0003983845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003219335,0.02543524,0.07819878,0.01357988,0.000506608,0.005447191,0.06545299,0.001655166,0.04138134,0.001073662,0.01856519,0.7454846],"study_design_scores_gemma":[0.004375108,0.1236098,0.5168922,0.01048547,0.00289137,0.01779273,0.05732021,0.0201841,0.06963065,0.001542087,0.1743006,0.000975756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797324,0.0009704189,0.007368458,0.0003536326,0.00008641976,0.007653279,0.0005283789,0.0003086078,0.002998275],"genre_scores_gemma":[0.8722408,0.003127076,0.1033244,0.001183676,0.0001146305,0.01315367,0.001320256,0.0002265741,0.005308875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006732848,"threshold_uncertainty_score":0.03560716,"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."}}