{"id":"W1830258719","doi":"10.1186/1477-7525-2-45","title":"The Menopause Rating Scale (MRS) scale: A methodological review","year":2004,"lang":"en","type":"review","venue":"Health and Quality of Life Outcomes","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":586,"is_retracted":false,"has_abstract":true,"ca_institutions":"AS Composite (Canada)","funders":"","keywords":"Rating scale; Scale (ratio); Reliability (semiconductor); Clinical psychology; Psychology; Psychometrics; Medicine; Developmental psychology; Geography; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009954762,0.0006263357,0.007043249,0.00009809977,0.0005537759,0.00002904114,0.0002020162,0.0003063075,0.00005262568],"category_scores_gemma":[0.005432744,0.0003022111,0.0002067337,0.0003087177,0.0002489674,0.00005201195,0.00008899231,0.0007169923,0.00002570912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002741294,"about_ca_system_score_gemma":0.003818128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008012418,"about_ca_topic_score_gemma":0.00008507148,"domain_scores_codex":[0.9909645,0.00331518,0.003525773,0.0006014763,0.0007329302,0.000860117],"domain_scores_gemma":[0.9905815,0.004066511,0.00242541,0.0009223708,0.0001260359,0.001878216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007037519,0.0001550256,0.0009025906,0.5241858,0.0002365829,0.000003807163,0.0001149069,5.92367e-9,7.259634e-8,0.0002646814,0.0007716689,0.4732945],"study_design_scores_gemma":[0.002318455,0.002060933,0.001499958,0.1217343,0.001052926,0.00006606599,0.00007364898,1.090954e-7,1.070279e-7,0.00007449999,0.8708163,0.0003027162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006236527,0.9823377,0.00003109569,0.01302625,0.0002236199,0.003895943,0.00009633949,0.00005680776,0.0002699304],"genre_scores_gemma":[0.000006416612,0.9780149,0.005377356,0.0155939,0.0001129414,0.0001677399,0.0001146779,0.00004688561,0.0005652176],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8700446,"threshold_uncertainty_score":0.999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.482348614495531,"score_gpt":0.5634941755493373,"score_spread":0.08114556105380633,"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."}}