{"id":"W6977775832","doi":"10.6084/m9.figshare.c.7534769","title":"Association of lifetime lactation and characteristics of menopause: a longitudinal cohort study","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Communication and COVID-19 Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto","funders":"","keywords":"Menopause; Surgical Menopause; Hazard ratio; Odds ratio; Proportional hazards model; Cohort study; Prospective cohort study; Confidence interval; Longitudinal study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002662214,0.00008940521,0.0002391342,0.0001152204,0.00003612369,0.00004115861,0.0001667104,0.000147181,0.1039681],"category_scores_gemma":[0.001606432,0.00009202236,0.00003074602,0.0001780654,0.00001191449,0.00003613233,0.00007080728,0.0001118081,0.0003116329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000969105,"about_ca_system_score_gemma":0.0001653171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008674384,"about_ca_topic_score_gemma":0.00232893,"domain_scores_codex":[0.9990464,0.0001616886,0.0001960571,0.0001359031,0.0003692519,0.00009065797],"domain_scores_gemma":[0.9990103,0.0001594918,0.0004823921,0.0001929826,0.0001125811,0.00004220788],"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":[0.000004299861,0.00009086121,0.03410674,0.0002716955,0.000190914,0.000001138191,0.003546594,1.677566e-8,0.000002673577,0.00004045858,0.9604803,0.001264362],"study_design_scores_gemma":[0.0001276264,0.0000652464,0.2741394,0.001172952,0.0001311101,9.560381e-8,0.0005325513,0.000003269743,0.000001693234,0.00002629867,0.7236783,0.000121453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001233282,0.001393206,3.956352e-7,0.0005535724,0.0001822588,0.001844161,0.2157569,0.0002074249,0.7788287],"genre_scores_gemma":[0.4496443,0.0001830702,0.00001685778,0.00004103964,0.0002502068,0.0001136648,0.01339582,0.0001328731,0.5362222],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.448411,"threshold_uncertainty_score":0.8968509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03494964183536566,"score_gpt":0.3553507915878481,"score_spread":0.3204011497524825,"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."}}