{"id":"W4409308710","doi":"10.1136/bmjopen-2024-093704","title":"Preconception cardiometabolic health in patients seeking fertility services: protocol for a single-site, prospective cohort study","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Sector Council Newfoundland and Labrador; Newfoundland and Labrador Centre for Applied Health Research; Government of Newfoundland and Labrador; Memorial University of Newfoundland","funders":"Faculty of Medicine, Memorial University of Newfoundland","keywords":"Medicine; Family medicine; Fertility; Fertility clinic; Body mass index; Reproductive medicine; Reproductive health; Population; Gerontology; Demography; Pregnancy; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.04217328,0.004085025,0.004901852,0.003226102,0.005359876,0.002775646,0.003114675,0.004860925,0.04228932],"category_scores_gemma":[0.02020031,0.003270686,0.00299089,0.003731032,0.002363792,0.002931387,0.002276815,0.004532223,0.01226905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004966294,"about_ca_system_score_gemma":0.02047359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0053622,"about_ca_topic_score_gemma":0.009198321,"domain_scores_codex":[0.9833909,0.009836821,0.002472119,0.001393712,0.001468808,0.001437631],"domain_scores_gemma":[0.9870558,0.002560568,0.001835417,0.002434367,0.004334358,0.001779487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3439293,0.103746,0.07652476,0.06579248,0.002855683,0.00430286,0.0104813,0.01256701,0.01398688,0.01839857,0.1811719,0.1662433],"study_design_scores_gemma":[0.296935,0.1302737,0.2088758,0.01931096,0.001436972,0.001382623,0.008799979,0.00789378,0.004424559,0.0100115,0.3096076,0.00104769],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001959202,0.00008860061,0.001202031,0.00009875802,0.00007749979,0.9945044,0.001597843,0.00003360181,0.0004381003],"genre_scores_gemma":[0.001239312,0.00006505608,0.001317034,0.00009054965,0.00002006725,0.9967144,0.0003702513,0.000002786166,0.0001805403],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04228932,"threshold_uncertainty_score":0.2230363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05612569223317371,"score_gpt":0.4182729843729487,"score_spread":0.362147292139775,"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."}}