{"id":"W4405299926","doi":"10.2196/65469","title":"Exploring Self-Reported Symptoms for Developing and Evaluating Digital Symptom Checkers for Polycystic Ovarian Syndrome, Endometriosis, and Uterine Fibroids: Exploratory Survey Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Uterine fibroids; Medicine; Polycystic ovary; Endometriosis; Gynecology; Obstetrics; Physical therapy; Internal medicine; Obesity","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":[0.004763898,0.0002311326,0.0003146215,0.0008817725,0.0005714251,0.0006908512,0.0002723958,0.0005263958,0.001356313],"category_scores_gemma":[0.009158378,0.0003926565,0.000783376,0.0005835894,0.0003988464,0.0008593844,0.0008625474,0.0007162918,0.0003885259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005795402,"about_ca_system_score_gemma":0.0009318983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003281286,"about_ca_topic_score_gemma":0.007267682,"domain_scores_codex":[0.9984047,0.0008597674,0.0002042966,0.0001241303,0.0002292771,0.0001778807],"domain_scores_gemma":[0.9941684,0.002536858,0.001439349,0.0002595275,0.001004652,0.000591235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001403754,0.001015297,0.9743699,0.0002441582,0.00009872185,0.0001757861,0.01022228,0.00007848359,0.0004497316,0.00006748792,0.0007541445,0.01238359],"study_design_scores_gemma":[0.0000731929,0.002086938,0.9746726,0.0001255392,0.00007563758,0.0003770295,0.01935369,0.0006339125,0.0002428632,0.00005991362,0.002271618,0.00002718399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986686,0.00006617245,0.0001622652,0.00005837315,0.000003763339,0.0003359438,0.0003501858,0.00000366469,0.0003510435],"genre_scores_gemma":[0.9965655,0.0001967682,0.001419751,0.0001831469,0.000009751296,0.0008181161,0.0004655385,0.00000377367,0.0003377441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004763898,"threshold_uncertainty_score":0.02519423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3369463065330768,"score_gpt":0.522260577808538,"score_spread":0.1853142712754611,"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."}}