{"id":"W3203588006","doi":"10.3389/fgwh.2021.744748","title":"Cognitive Behavioral Therapy for Sexual Concerns During Perimenopause: A Four Session Study Protocol","year":2021,"lang":"en","type":"article","venue":"Frontiers in Global Women s Health","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Canadian Institutes of Health Research","keywords":"Anxiety; Vasomotor; Depression (economics); Clinical psychology; Distress; Medicine; Sexual dysfunction; Psychology; Cognition; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004744999,0.0003351543,0.0008525622,0.00009455502,0.0003894684,0.00005509256,0.00008416985,0.0001129099,0.0001041653],"category_scores_gemma":[0.00005222512,0.0002826545,0.00001782863,0.0004370553,0.0000622514,0.0001202114,0.00005450823,0.0002335825,0.000004325057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002495488,"about_ca_system_score_gemma":0.002689084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006319606,"about_ca_topic_score_gemma":0.0001524906,"domain_scores_codex":[0.996816,0.0002757933,0.0006483846,0.0006705086,0.000453112,0.001136171],"domain_scores_gemma":[0.9984453,0.0000247567,0.0002418927,0.00031771,0.0001888116,0.0007815138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02146111,0.01210915,0.8980493,0.001300167,0.000373005,0.000993696,0.008588205,0.000002132227,0.0002746946,0.000006499297,0.004413872,0.05242818],"study_design_scores_gemma":[0.1875113,0.1169341,0.6236015,0.0009597703,0.0001249843,0.0002345495,0.05727902,0.00007511284,0.0004564663,0.0002210819,0.01186342,0.0007386619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8783912,0.0004406135,0.0001950085,0.0005118942,0.0003988924,0.1196001,0.0002620023,0.00006945581,0.0001307896],"genre_scores_gemma":[0.8820533,0.00003039962,0.001995389,0.001131339,0.000189836,0.1136053,0.00006862479,0.00004652554,0.0008792793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2744478,"threshold_uncertainty_score":0.9999626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07927972411630005,"score_gpt":0.4462220312276832,"score_spread":0.3669423071113832,"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."}}