{"id":"W4405073752","doi":"10.46747/cfp.701112710","title":"How to help patients navigate genitourinary syndrome of menopause","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Genitourinary system; Menopause; Computer science; Bioinformatics; Gynecology; Medicine; Data science; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000894265,0.0004976945,0.0007931674,0.000903402,0.004013163,0.002333435,0.0009464168,0.005035545,0.02933765],"category_scores_gemma":[0.008893327,0.0002310694,0.0008646837,0.0005127183,0.000831833,0.00324638,0.001903648,0.004337215,0.009136704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002240537,"about_ca_system_score_gemma":0.008894617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06928709,"about_ca_topic_score_gemma":0.2013497,"domain_scores_codex":[0.9991041,0.0002207455,0.00004688443,0.00005389967,0.0003716241,0.0002027323],"domain_scores_gemma":[0.9969491,0.0004139642,0.0001821473,0.00006622264,0.001196283,0.00119219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000411996,0.0003357917,0.002410315,0.0004793559,0.00002305899,0.000724218,0.001189825,0.00007051611,0.000226592,0.0008570646,0.8113585,0.1822836],"study_design_scores_gemma":[0.0002534468,0.0002433589,0.01031707,0.002596674,0.00008584383,0.002325532,0.005599133,0.0001475174,0.0002001903,0.003939815,0.9741902,0.0001011881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01213918,0.04010295,0.002783274,0.7512519,0.01368908,0.0007322258,0.0008835123,0.0009850333,0.1774328],"genre_scores_gemma":[0.1382741,0.174293,0.03516882,0.496866,0.01812366,0.001662162,0.00151325,0.000325624,0.1337734],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06928709,"threshold_uncertainty_score":0.1377676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339753300224657,"score_gpt":0.2727235557564724,"score_spread":0.2493260227542259,"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."}}