{"id":"W4379742354","doi":"10.1016/j.maturitas.2023.04.154","title":"Internet and menopause","year":2023,"lang":"en","type":"article","venue":"Maturitas","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Medicine; Menopause; Gynecology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00009146525,0.00007952512,0.0001370886,0.0000773104,0.00003137547,0.0000171129,0.00002226812,0.00004097813,0.0001659552],"category_scores_gemma":[0.0000352353,0.00005772329,0.000003287409,0.0001157663,0.00002016836,0.0000347461,0.00003367038,0.00007612902,0.0006963432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002392887,"about_ca_system_score_gemma":0.00002021443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006823073,"about_ca_topic_score_gemma":0.000005374169,"domain_scores_codex":[0.9994304,0.0000113192,0.0001036926,0.000134029,0.0001065023,0.0002140879],"domain_scores_gemma":[0.999594,0.0000264632,0.0000198947,0.0001405129,0.00001389554,0.0002052292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001603029,0.0006525405,0.06081257,0.002466355,0.0008814409,0.004715033,0.004663387,7.168749e-7,0.03187869,0.009811389,0.8343443,0.04817057],"study_design_scores_gemma":[0.01171556,0.006541412,0.5991059,0.0004981414,0.0004089937,0.0007054126,0.0001710906,0.0002538983,0.004262428,0.002659218,0.3733013,0.000376613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856452,0.0007511372,0.000001653306,0.002996795,0.0001499158,0.0002401153,0.00001207902,0.0001708112,0.01003224],"genre_scores_gemma":[0.9855505,0.0001437869,0.0002182405,0.0009380484,0.00006345148,0.00001283953,0.00004481487,0.00001624794,0.01301211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5382934,"threshold_uncertainty_score":0.8950315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04655199988335679,"score_gpt":0.3262149576314329,"score_spread":0.2796629577480761,"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."}}