{"id":"W4306411261","doi":"10.1136/bmjopen-2022-061746","title":"Preterm birth and prescriptions for cardiovascular, antiseizure, antibiotics and antiasthmatic medication in children up to 10 years of age: a population-based data linkage cohort study across six European regions","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"European Commission","keywords":"Medicine; Medical prescription; Linkage (software); Record linkage; Cohort; Cohort study; Pediatrics; Epidemiology; Pharmacoepidemiology; Population; Family medicine; Internal medicine; Environmental health; Pharmacology","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":[0.003478176,0.0005318365,0.000977873,0.001817381,0.0009790942,0.001421694,0.00114361,0.0009268316,0.001275573],"category_scores_gemma":[0.00595956,0.001112506,0.001532172,0.003658487,0.0004134935,0.0007436688,0.001692139,0.001200995,0.0003084139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009883229,"about_ca_system_score_gemma":0.001051241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04729443,"about_ca_topic_score_gemma":0.03125589,"domain_scores_codex":[0.9974303,0.0008060017,0.0003249828,0.0006580204,0.000424465,0.0003562086],"domain_scores_gemma":[0.9949089,0.0008585237,0.00237323,0.000692559,0.0006120596,0.0005546925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002213237,0.00003366292,0.9983019,0.00001788459,0.0002656196,0.0001431026,0.0001813797,0.00005850724,0.00008159821,0.00002955463,0.0001862016,0.000479273],"study_design_scores_gemma":[0.00004377411,0.00009142173,0.9984969,0.000029872,0.0001578549,0.0003506584,0.0003237537,0.0001693266,0.00004073489,0.0000192814,0.0002673966,0.000009128247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962873,0.0003813181,0.0002101502,0.00004822492,0.000008638051,0.00002502689,0.002832112,0.000006015794,0.0002011738],"genre_scores_gemma":[0.9948612,0.000561989,0.0004667311,0.0000605041,0.00001155018,0.00009340374,0.003627995,0.000008768032,0.0003080121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04729443,"threshold_uncertainty_score":0.09403831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1449935015786884,"score_gpt":0.44712311822638,"score_spread":0.3021296166476916,"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."}}