{"id":"W2542689680","doi":"10.1038/ejhg.2016.137","title":"‘IRDiRC Recognized Resources’: a new mechanism to support scientists to conduct efficient, high-quality research for rare diseases","year":2016,"lang":"en","type":"article","venue":"European Journal of Human Genetics","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario; McGill University","funders":"National Center for Advancing Translational Sciences","keywords":"Interoperability; Pace; Knowledge management; Quality (philosophy); Data sharing; Process (computing); Computer science; Business; Process management; Medicine; World Wide Web; Alternative medicine; Pathology","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":[0.001960356,0.0002031009,0.000275943,0.000255179,0.0002842864,0.0001247927,0.0007910117,0.0000423546,0.00009663437],"category_scores_gemma":[0.000746644,0.0001511306,0.000279341,0.0001682834,0.0001005322,0.000004105703,0.0004163739,0.00008994953,0.00007350242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004098369,"about_ca_system_score_gemma":0.0002707135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002722776,"about_ca_topic_score_gemma":0.00000778344,"domain_scores_codex":[0.9973523,0.0005620433,0.0006410123,0.0004742694,0.0004675324,0.0005028539],"domain_scores_gemma":[0.9973688,0.00005818416,0.0002458397,0.0005406389,0.0008674937,0.0009190776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005141547,0.0001407245,0.0001605142,0.00002279872,0.00008269124,0.00008449625,0.0001905411,0.00006081482,0.9294094,0.0001715911,0.06033781,0.008824452],"study_design_scores_gemma":[0.009824666,0.01452469,0.02890641,0.0003449174,0.0002481597,0.0001806711,0.0004972176,0.00000244609,0.4510468,0.002317881,0.4908735,0.001232577],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910846,0.0004519043,0.006312828,0.0006950223,0.0004454447,0.0004443674,0.0002971684,0.000008055772,0.0002606389],"genre_scores_gemma":[0.9904221,0.00004219272,0.004029837,0.0003986458,0.001126601,0.000004662639,0.00002914175,0.00007406317,0.003872714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4783626,"threshold_uncertainty_score":0.6162929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039599267149759,"score_gpt":0.3810263922485558,"score_spread":0.2770664655335798,"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."}}