{"id":"W4225974011","doi":"10.3399/bjgp.2021.0639","title":"Factors predicting amoxicillin prescribing in primary care among children: a cohort study","year":2022,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"University College London; Department of Health and Social Care; Great Ormond Street Institute of Child Health; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Odds ratio; Amoxicillin; Pediatrics; Confidence interval; Pregnancy; Cohort study; Cohort; Attendance; Internal medicine; Antibiotics","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":[],"consensus_categories":[],"category_scores_codex":[0.001170672,0.0001486066,0.0004007426,0.0001345672,0.0005272626,0.00005616445,0.0003364781,0.00008757708,0.0001401538],"category_scores_gemma":[0.0003713441,0.0001576492,0.0001201143,0.0002113957,0.00007841308,0.0005008258,0.0002011879,0.001404606,0.00000259002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000233128,"about_ca_system_score_gemma":0.0001603471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002180585,"about_ca_topic_score_gemma":0.0002816547,"domain_scores_codex":[0.9974423,0.00112388,0.0006755642,0.0002569699,0.000189609,0.000311649],"domain_scores_gemma":[0.9987463,0.0002013723,0.000715891,0.0001427765,0.0001598003,0.00003389666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000208826,0.0007107552,0.9895107,0.00001438946,0.000408785,0.0006865351,0.00198185,0.0006685939,0.002812306,0.00000210842,0.00106601,0.001929148],"study_design_scores_gemma":[0.001720573,0.0005368222,0.9788491,0.0001091211,0.000190515,0.002461603,0.01448293,0.000002438135,0.0005148333,0.000001797632,0.0009576781,0.0001725457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823202,0.01508252,0.0000207102,0.00003437519,0.0007860073,0.000458835,0.00003645874,0.00001749579,0.001243423],"genre_scores_gemma":[0.9987075,0.0003070366,0.0001078988,0.0001390936,0.0001077383,0.000004880461,0.00005098816,0.00002314277,0.0005517174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01638732,"threshold_uncertainty_score":0.6428749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009642689639275588,"score_gpt":0.2295513607569871,"score_spread":0.2199086711177115,"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."}}