{"id":"W1591286498","doi":"10.2165/0148581-200911010-00022","title":"Clinical Investigation in Pediatrics","year":2009,"lang":"en","type":"article","venue":"Pediatric Drugs","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"","keywords":"Medicine; Pharmacotherapy; Pediatrics; Intensive care medicine; Medical physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008158238,0.00009944094,0.0002343283,0.0001119426,0.00004258576,0.00001302837,0.0000637974,0.00009218729,0.0000636098],"category_scores_gemma":[0.0007449331,0.000083912,0.00007611623,0.0006075646,0.00002631712,0.0001213334,0.00002556778,0.0004062222,0.0001503833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003669277,"about_ca_system_score_gemma":0.00008932395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000181998,"about_ca_topic_score_gemma":0.000001658853,"domain_scores_codex":[0.9987915,0.00007562537,0.0004213467,0.0002214791,0.0002500992,0.0002399857],"domain_scores_gemma":[0.999077,0.0004273403,0.0001014209,0.0001275218,0.00004879822,0.0002178798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009375127,0.0002056925,0.9363835,0.00003833352,0.000004600681,0.0000315874,0.0002116475,0.000001591874,0.000004895986,0.0002045841,0.009393295,0.05342653],"study_design_scores_gemma":[0.001740613,0.0002441819,0.9637259,0.00000455923,0.0002273744,0.000006875024,0.00007495521,0.0001905355,0.000009728155,0.00151759,0.03211939,0.0001383394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665242,0.002964334,0.00001625196,0.01125857,0.0003171909,0.0002131215,0.000001554762,0.00005995956,0.01864485],"genre_scores_gemma":[0.9817967,0.009792794,0.0007711151,0.005089271,0.002288783,0.000004075971,0.000006462029,0.000006646232,0.0002441778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05328819,"threshold_uncertainty_score":0.3421832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07022613991835698,"score_gpt":0.4127329853034237,"score_spread":0.3425068453850667,"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."}}