{"id":"W3156741266","doi":"10.2196/28668","title":"A Breast Cancer Smartphone App to Navigate the Breast Cancer Journey: Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Usability; Breast cancer; Empowerment; Medicine; Cancer; Mobile apps; Quality of life (healthcare); Psychology; Nursing; Computer science; World Wide Web; Internal medicine","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":[0.01215782,0.0007942114,0.00128187,0.001737396,0.002422097,0.002374239,0.001070382,0.001263632,0.004249435],"category_scores_gemma":[0.01311791,0.0008602116,0.001420161,0.001403305,0.0007850922,0.001754588,0.001771377,0.001160538,0.0007919231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001515632,"about_ca_system_score_gemma":0.00346437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002413623,"about_ca_topic_score_gemma":0.006011104,"domain_scores_codex":[0.9935037,0.003826774,0.0007482202,0.0005745591,0.0008490527,0.0004975687],"domain_scores_gemma":[0.99169,0.004676838,0.00110351,0.000412004,0.001646558,0.0004711526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.005093234,0.04129646,0.2598729,0.01913027,0.001580051,0.003271929,0.3574548,0.0002680891,0.004797829,0.002249699,0.006109941,0.2988747],"study_design_scores_gemma":[0.003549376,0.06122723,0.273268,0.009805401,0.002538401,0.003911768,0.588162,0.002110516,0.00370792,0.001925678,0.04930098,0.0004927929],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818758,0.002961165,0.001923175,0.0004495684,0.00007783723,0.0098786,0.0005636247,0.00001830239,0.002251905],"genre_scores_gemma":[0.9392739,0.005794412,0.01319158,0.002717224,0.0001502318,0.03491398,0.0006043913,0.00003383653,0.003320461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01215782,"threshold_uncertainty_score":0.0642975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1429874003631629,"score_gpt":0.6107834828703972,"score_spread":0.4677960825072343,"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."}}