{"id":"W1513625499","doi":"10.1002/mds.25201","title":"Common data elements for clinical research in Friedreich's ataxia","year":2012,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Vetting; Medicine; Ataxia; Demographics; Clinical trial; MEDLINE; Biobank; Psychology; Family medicine; Pathology; Psychiatry; Computer science; Bioinformatics","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":[0.001953548,0.000155742,0.0001891684,0.0001399728,0.0001894727,0.00005194813,0.001018607,0.00004715255,0.0001038193],"category_scores_gemma":[0.001052725,0.0001534225,0.00005488286,0.0003491342,0.0001950219,0.0002834552,0.000777336,0.0002174671,0.00008092535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004520479,"about_ca_system_score_gemma":0.00005312778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006528384,"about_ca_topic_score_gemma":0.0002810194,"domain_scores_codex":[0.9966402,0.0007010821,0.0005182837,0.0007162495,0.000590405,0.0008337651],"domain_scores_gemma":[0.9978219,0.0007497068,0.00008186067,0.001128228,0.00002870741,0.0001896521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001172832,0.001890149,0.9029058,0.00003373331,0.000008618978,0.000001358238,0.0001048247,0.000018759,0.01211628,0.00216224,0.06648986,0.01415107],"study_design_scores_gemma":[0.007609295,0.001026708,0.5886191,0.00007983077,0.00004663991,1.474984e-7,0.001204012,0.004756786,0.1512585,0.05549832,0.1888115,0.001089248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938956,0.0003128045,0.0002494624,0.001843935,0.0005427421,0.001480806,0.0003174799,0.00003044264,0.001326697],"genre_scores_gemma":[0.9933497,0.000414009,0.0003461115,0.005154597,0.0001230638,0.0002391259,0.0001023639,0.00003262444,0.0002383557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3142868,"threshold_uncertainty_score":0.6256387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4136314472843222,"score_gpt":0.507917718717671,"score_spread":0.09428627143334878,"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."}}