{"id":"W2972834397","doi":"10.1136/bmjopen-2019-030318","title":"Female reproductive history in relation to chronic obstructive pulmonary disease and lung function in UK biobank: a prospective population-based cohort study","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Norges Forskningsråd; Medical Research Council; University of Bristol","keywords":"Medicine; COPD; Vital capacity; Population; Internal medicine; Prospective cohort study; Menarche; Cohort study; Cohort; Proportional hazards model; Pulmonary function testing; Lung; Diffusing capacity; Lung function","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001198636,0.0002964752,0.0005759902,0.0006334634,0.00007435622,0.00004280881,0.0002228326,0.00009479245,0.0005082323],"category_scores_gemma":[0.0004785603,0.0003066718,0.00006435461,0.0007784534,0.00007720541,0.0005367594,0.0003672754,0.0004046689,0.00006559511],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009574577,"about_ca_system_score_gemma":0.001454783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003578414,"about_ca_topic_score_gemma":0.0007933204,"domain_scores_codex":[0.9964415,0.0003389342,0.0005467751,0.00150334,0.0007447056,0.0004247339],"domain_scores_gemma":[0.9982082,0.00009966527,0.0001777953,0.001032394,0.0001763272,0.0003056294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007731359,0.0007749877,0.9879174,0.0003318984,0.00007842649,0.000229149,0.0007287017,0.0007242333,0.0002172846,0.0001343197,0.00006680639,0.001065411],"study_design_scores_gemma":[0.003588961,0.0003878857,0.9889914,0.0003873805,0.0001209018,0.000008754762,0.001083853,0.00473086,0.00001003883,0.0003006181,0.00005165407,0.000337704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480377,0.0006874917,0.00001211032,0.0003297418,0.000281404,0.04740207,0.0000219144,0.00003625101,0.003191255],"genre_scores_gemma":[0.9921547,0.000002637108,0.00009583761,0.00009606432,0.0001634341,0.005402433,0.000174727,0.000054412,0.001855738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04411696,"threshold_uncertainty_score":0.9999385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806162414962356,"score_gpt":0.3391657833333363,"score_spread":0.3111041591837128,"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."}}