{"id":"W4414821457","doi":"10.1093/jsxmed/qdaf255","title":"Sexual rumination and relationship satisfaction in Sexual Interest/Arousal Disorder: item-level multivariate analysis in partnered women with Sexual Interest/Arousal Disorder","year":2025,"lang":"en","type":"article","venue":"The Journal of Sexual Medicine","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Mental Health & Substance Use Services; University of British Columbia","funders":"","keywords":"Rumination; Multivariate analysis; Multivariate statistics; Sexual behavior; Sexual relationship","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002532483,0.0004718883,0.001212504,0.002111136,0.000235974,0.00003870353,0.0001772261,0.0002208328,0.0001540451],"category_scores_gemma":[0.002049223,0.0002948795,0.00002228181,0.002624545,0.0004929154,0.0004233628,0.0001249422,0.001274823,0.000006653135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004631288,"about_ca_system_score_gemma":0.0002052126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002970368,"about_ca_topic_score_gemma":0.01911455,"domain_scores_codex":[0.9961258,0.0006197541,0.00156452,0.000477392,0.0006994781,0.0005130487],"domain_scores_gemma":[0.9964049,0.00183532,0.0006803159,0.000410844,0.0004346099,0.0002339979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008169234,0.0005512983,0.9285444,0.0001990065,0.00141247,0.0000702806,0.01289861,0.0006932854,0.004840453,0.0002219302,0.001057371,0.04134166],"study_design_scores_gemma":[0.009343536,0.00756963,0.8814554,0.0002202561,0.001205323,0.0002186862,0.09741547,0.001689626,0.00001076442,0.0001484861,0.00047435,0.0002484733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818975,0.0008376027,0.008382339,0.00758861,0.0005681558,0.0005257923,0.00001172969,0.00004668242,0.0001415437],"genre_scores_gemma":[0.9953935,0.00007497767,0.0001552231,0.0006764509,0.0003327854,0.00003423089,0.00003677977,0.00003660421,0.003259445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08451685,"threshold_uncertainty_score":0.9999503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06639581869512268,"score_gpt":0.3399882425677913,"score_spread":0.2735924238726686,"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."}}