{"id":"W2313846779","doi":"10.1097/ftd.0000000000000176","title":"Offie Soldin, PhD, MBA","year":2015,"lang":"en","type":"article","venue":"Therapeutic Drug Monitoring","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Sick child; Medicine; University hospital; Family medicine; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004370167,0.0001523836,0.0002421736,0.00003755647,0.0001050528,0.00003356827,0.0001057151,0.00004554729,0.00006953118],"category_scores_gemma":[0.00006438841,0.0001198111,0.0000680614,0.000151869,0.00005488475,0.0001435515,0.00006974595,0.0002899518,0.0002483286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009641681,"about_ca_system_score_gemma":0.00006072269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000660269,"about_ca_topic_score_gemma":0.000001004206,"domain_scores_codex":[0.9988606,0.00005372268,0.0001841165,0.0001984495,0.0003555517,0.0003475886],"domain_scores_gemma":[0.9991642,0.0001502631,0.00005853861,0.0002230719,0.000103463,0.0003004218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001746758,0.000780198,0.2501981,0.0002025561,0.001309799,0.0002272461,0.006893036,0.00004097544,0.02224396,0.0009131459,0.007379693,0.7080646],"study_design_scores_gemma":[0.003911149,0.0002604892,0.02358824,0.0001527896,0.0005623438,0.00008586647,0.003788099,0.0003456976,0.04456837,0.001289867,0.9210225,0.0004246222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8765055,0.02976407,0.0001615143,0.01084787,0.00355556,0.0004552773,0.000002190856,0.0003548986,0.07835311],"genre_scores_gemma":[0.9942767,0.0008796357,0.0004068532,0.000705991,0.001520983,0.00001635455,0.000001108598,0.00002618926,0.002166212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9136428,"threshold_uncertainty_score":0.4885755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2245077105054765,"score_gpt":0.41169934493709,"score_spread":0.1871916344316134,"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."}}