{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01877734,0.003241466,0.005378123,0.002080266,0.004612396,0.002237965,0.00385193,0.004723843,0.04727808],"category_scores_gemma":[0.01160282,0.003156989,0.002457959,0.002095358,0.001799795,0.001904696,0.002223271,0.00741719,0.01005964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005409927,"about_ca_system_score_gemma":0.02486449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005035263,"about_ca_topic_score_gemma":0.009906563,"domain_scores_codex":[0.9929147,0.00311834,0.0009221326,0.0008356539,0.0009750269,0.001234146],"domain_scores_gemma":[0.9928641,0.001735245,0.001026215,0.00076109,0.001848253,0.001765006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.3691883,0.2948047,0.006388461,0.02910055,0.001048883,0.001362349,0.006890895,0.006158186,0.006295244,0.005475995,0.04714299,0.2261435],"study_design_scores_gemma":[0.7327839,0.1282025,0.02824759,0.005117896,0.0006519382,0.000244617,0.002470444,0.002593775,0.002095903,0.00427995,0.09296335,0.0003481653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005325324,0.0001018675,0.0007388582,0.0001202376,0.00006705243,0.9924237,0.0005850744,0.00002965479,0.0006082015],"genre_scores_gemma":[0.001711776,0.00007924135,0.0009536115,0.0001024107,0.00001552384,0.9967343,0.00008863259,0.000001497069,0.0003130928],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04727808,"threshold_uncertainty_score":0.1581609,"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."}}