{"id":"W3091903441","doi":"10.1136/bmjopen-2020-039583","title":"Cohort profile: the eLIXIR Partnership—a maternity–child data linkage for life course research in South London, UK","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"Medical Research Council; Tommy's; Engineering and Physical Sciences Research Council; National Institute for Health and Care Research; King's College London; King's College Hospital NHS Foundation Trust; National Institute for Health Research Applied Research Collaboration South London; South London and Maudsley NHS Foundation Trust","keywords":"Medicine; Life course approach; Cohort; General partnership; Elixir (programming language); Cohort study; Linkage (software); Epidemiology; Family medicine; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02472714,0.0006296083,0.00123531,0.005614188,0.001632924,0.004372231,0.002399167,0.00127449,0.03294146],"category_scores_gemma":[0.07603787,0.0013452,0.0008609146,0.009190741,0.0007583932,0.003230656,0.009342937,0.0020488,0.009568031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003161443,"about_ca_system_score_gemma":0.01520201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03993199,"about_ca_topic_score_gemma":0.06219405,"domain_scores_codex":[0.9806494,0.007481465,0.005042671,0.002968793,0.002993259,0.0008644107],"domain_scores_gemma":[0.9357381,0.01588973,0.009530692,0.01670589,0.01550964,0.006625869],"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":[0.003445061,0.0002143984,0.2301194,0.005071408,0.0008603807,0.002128949,0.01189243,0.0007118121,0.002167433,0.01384714,0.5329421,0.1965996],"study_design_scores_gemma":[0.0009166329,0.0002935044,0.2715307,0.005031937,0.000262906,0.001305211,0.003835521,0.0008338313,0.001345472,0.003218062,0.7112122,0.0002140297],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1291052,0.009719194,0.04108841,0.01190269,0.0008061602,0.012271,0.7459958,0.002159677,0.04695189],"genre_scores_gemma":[0.2072191,0.01081298,0.1002948,0.006552286,0.0006526429,0.04696105,0.5695916,0.002651639,0.05526384],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03993199,"threshold_uncertainty_score":0.1307712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3755159614683061,"score_gpt":0.5148720986153342,"score_spread":0.1393561371470281,"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."}}