{"id":"W2981780045","doi":"10.29173/aar94","title":"Developing an app to provide physical and mental health benefits for menopausal women","year":2019,"lang":"en","type":"article","venue":"Alberta Academic Review","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Login; Focus group; Schedule; Descriptive statistics; Menopause; Mental health; Psychology; Thematic analysis; Medicine; Applied psychology; Gerontology; Medical education; Physical therapy; Qualitative research; Psychiatry; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003026408,0.0002255604,0.0007819018,0.00007425015,0.0005646939,0.000007927766,0.000334029,0.0001727123,0.0001145622],"category_scores_gemma":[0.0006268084,0.0001805558,0.00002581253,0.0002768025,0.00002338551,0.000216399,0.0002148317,0.000958749,0.0009214262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005380097,"about_ca_system_score_gemma":0.001355722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005768308,"about_ca_topic_score_gemma":0.0001117502,"domain_scores_codex":[0.9962865,0.000555366,0.0008046922,0.0005969552,0.0003241359,0.001432315],"domain_scores_gemma":[0.9970394,0.001274685,0.0002188067,0.0003458163,0.0000851393,0.001036096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002824068,0.00009686559,0.02472492,0.106304,0.00007294637,4.67651e-7,0.03297629,0.000001370347,0.0006707813,0.04269024,0.1189378,0.6732419],"study_design_scores_gemma":[0.0006576466,0.0007527848,0.002018311,0.01024139,0.000006852904,0.000002781442,0.000315139,0.00006722563,0.000007991844,0.0005088657,0.9851612,0.0002598115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7789354,0.04088207,0.00005636357,0.1617782,0.0004133531,0.01676158,0.00004617791,0.00007543043,0.0010514],"genre_scores_gemma":[0.1931766,0.3325841,0.004088063,0.4292486,0.002450165,0.01237019,0.0004568545,0.0003400657,0.02528547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8662234,"threshold_uncertainty_score":0.9998565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0839937406909076,"score_gpt":0.4947898143503271,"score_spread":0.4107960736594195,"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."}}