{"id":"W1928323250","doi":"10.1002/pds.2200","title":"Source document verification in the Mucopolysaccharidosis Type I Registry","year":2011,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Lysosomal Storage Disorders Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Confidence interval; Audit; Observational study; Pharmacoepidemiology; Missing data; Data collection; Meta-analysis; Pediatrics; Family medicine; Statistics; 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":[0.002704687,0.0001189939,0.0002505694,0.00007024098,0.0001137379,0.000003904085,0.0001723462,0.00008406079,0.0004866029],"category_scores_gemma":[0.0007418857,0.00007944372,0.00004706403,0.0002237959,0.0002046815,0.00006843794,0.00005530518,0.0004276846,0.00006861053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004523017,"about_ca_system_score_gemma":0.0000500668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009160916,"about_ca_topic_score_gemma":0.00002149835,"domain_scores_codex":[0.9981998,0.0007852059,0.0003131042,0.0002862025,0.0001205067,0.0002951561],"domain_scores_gemma":[0.9989316,0.0005687059,0.00007884303,0.0002794019,0.00004634888,0.00009503498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004719977,0.0005871682,0.8831368,0.0002110499,0.000184542,0.00008919552,0.01403683,0.00001265758,0.003773947,0.008369588,0.03314125,0.05173696],"study_design_scores_gemma":[0.005126597,0.0003174502,0.8262417,0.00008215816,0.0002315742,0.0003264582,0.003808684,0.001641753,0.003429578,0.005304283,0.1530523,0.0004374544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555777,0.005372796,0.001490971,0.02262304,0.0002539548,0.0008376715,0.000004221615,0.00007104473,0.01376862],"genre_scores_gemma":[0.9921901,0.002632923,0.0003462302,0.004083883,0.00007790767,0.000039976,0.00001817377,0.00001001824,0.0006007976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1199111,"threshold_uncertainty_score":0.5327961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06318749733097155,"score_gpt":0.3572078305311946,"score_spread":0.2940203332002231,"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."}}