{"id":"W2581158237","doi":"10.1002/cpt.635","title":"Improving Medicine Use for Children: A Global Imperative","year":2017,"lang":"en","type":"article","venue":"Clinical Pharmacology & Therapeutics","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Low and middle income countries; Medical education; Family medicine; Intensive care medicine; Developing country; Economic growth","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":[0.0009165599,0.0002747639,0.0007248184,0.00002046997,0.0008733289,0.00006409593,0.0003654257,0.0002569034,0.0002717029],"category_scores_gemma":[0.0006689419,0.0001971874,0.0002770117,0.00005545545,0.001389757,0.0002575144,0.0002228707,0.0006309325,0.00002595402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007775139,"about_ca_system_score_gemma":0.0001295372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005378619,"about_ca_topic_score_gemma":0.00001035251,"domain_scores_codex":[0.9979361,0.0001873093,0.0006574151,0.0005154176,0.0001842778,0.0005195084],"domain_scores_gemma":[0.996708,0.001712331,0.0004867355,0.0004463637,0.0002956568,0.0003508772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01131696,0.001998399,0.5926333,0.0001150372,0.009034234,0.0001072758,0.0002444448,0.000002355939,0.01233494,0.0004697337,0.1034157,0.2683276],"study_design_scores_gemma":[0.02150052,0.003787056,0.5617369,0.00004548151,0.008226095,0.00009377825,0.00007323075,0.002479732,0.001005221,0.0004873227,0.4001406,0.0004241124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7949352,0.003302637,0.001990651,0.189789,0.005760761,0.002518639,0.0002154232,0.0001657482,0.001322047],"genre_scores_gemma":[0.8047905,0.004685552,0.001512819,0.1844655,0.004061304,0.00007955598,0.00002557275,0.00003474996,0.0003445006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2967249,"threshold_uncertainty_score":0.8041068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2926931781602539,"score_gpt":0.5600611820816216,"score_spread":0.2673680039213677,"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."}}