{"id":"W4389784968","doi":"10.1080/13697137.2023.2287626","title":"Arthralgia in midlife Singaporean women: the Integrated Women’s Health Program (IWHP)","year":2023,"lang":"en","type":"article","venue":"Climacteric","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Menopause; Odds ratio; Depression (economics); Confidence interval; Anxiety; Physical therapy; Gynecology; Internal medicine; Obstetrics; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004035748,0.0001917415,0.0001945,0.0004283142,0.0003545629,0.000342638,0.0001791166,0.000234753,0.001096212],"category_scores_gemma":[0.000766844,0.0001518735,0.000270432,0.0006031397,0.0001355042,0.0002610823,0.0005306453,0.000292194,0.0001181241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002795996,"about_ca_system_score_gemma":0.0004710084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01390282,"about_ca_topic_score_gemma":0.02341617,"domain_scores_codex":[0.9998306,0.00006042911,0.00001465622,0.0000249326,0.00003175205,0.00003765669],"domain_scores_gemma":[0.9996496,0.0000306712,0.000134487,0.00001312488,0.00003907075,0.0001329553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001110243,0.00008205017,0.994813,0.00003613799,0.00004691224,0.00007431685,0.0001713673,0.00001285691,0.0001812695,0.000005858789,0.000234229,0.004231084],"study_design_scores_gemma":[0.000007798158,0.0001075088,0.9994103,0.00001061059,0.00001513784,0.00005713588,0.0002021814,0.00003259757,0.00001793314,0.000003244824,0.0001346348,0.00000100992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987992,0.0003344452,0.00002008649,0.0001382675,0.000006297241,0.00001688661,0.0003758931,0.000003345964,0.0003054728],"genre_scores_gemma":[0.9990677,0.0002178519,0.00004825014,0.00006990857,0.00001009308,0.00001827342,0.0003946625,6.27733e-7,0.0001726175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01390282,"threshold_uncertainty_score":0.0276438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04838450794572086,"score_gpt":0.3616180457523416,"score_spread":0.3132335378066207,"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."}}