{"id":"W1562956040","doi":"10.2165/0148581-200911010-00001","title":"Improving Drug Treatment for Children","year":2009,"lang":"en","type":"article","venue":"Pediatric Drugs","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Child and Family Research Institute; University of British Columbia","funders":"","keywords":"Pharmacotherapy; Medicine; Pharmacy; Legislation; Health professionals; Health care; Alternative medicine; Task (project management); Family medicine; Pediatrics; Intensive care medicine; Psychiatry; Political science","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":[0.0001286648,0.0001163598,0.0001895616,0.00004047532,0.0001188725,0.00001675495,0.00004448846,0.00002830044,0.00004557531],"category_scores_gemma":[0.00008304885,0.00008317827,0.0001125514,0.0001155289,0.000008951864,0.00006809914,0.00001285472,0.0000706431,0.0000396379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000065002,"about_ca_system_score_gemma":0.0000428628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008235014,"about_ca_topic_score_gemma":0.00000116862,"domain_scores_codex":[0.9992723,0.0000113131,0.0001458303,0.0001926669,0.0001204199,0.0002574927],"domain_scores_gemma":[0.9994786,0.0001683381,0.00006463096,0.0001148605,0.00003460667,0.0001389429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005239723,0.0008046976,0.03777047,0.00005665829,0.0001338553,0.000008976159,0.0008627927,0.000002064735,0.0001402606,0.0002603595,0.02369536,0.9357405],"study_design_scores_gemma":[0.03093135,0.005154424,0.4881115,0.00002389808,0.008269032,0.0001075159,0.0005338217,0.001595233,0.004235717,0.001891995,0.4577796,0.001365884],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644793,0.008994607,0.0001825538,0.01435948,0.0002749095,0.001228374,0.00003696939,0.0001546665,0.01028913],"genre_scores_gemma":[0.9908283,0.002402064,0.001252562,0.001557699,0.002219508,0.00002874325,0.00002403762,0.00001100034,0.001676065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9343746,"threshold_uncertainty_score":0.3391911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02524930919258285,"score_gpt":0.3407652268739417,"score_spread":0.3155159176813589,"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."}}