{"id":"W2939321522","doi":"10.15252/emmm.201910486","title":"International collaborative actions and transparency to understand, diagnose, and develop therapies for rare diseases","year":2019,"lang":"en","type":"article","venue":"EMBO Molecular Medicine","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Transparency (behavior); Medicine; Business; Computer science; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2476985,0.001444043,0.001336226,0.005294343,0.008000663,0.02413922,0.005806274,0.01627322,0.02136993],"category_scores_gemma":[0.2817097,0.00103393,0.002721817,0.003634924,0.01574386,0.02345344,0.05178471,0.03063058,0.00426439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01106445,"about_ca_system_score_gemma":0.09030348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006129827,"about_ca_topic_score_gemma":0.003404917,"domain_scores_codex":[0.7410447,0.1819372,0.01217624,0.01343367,0.03524131,0.01616684],"domain_scores_gemma":[0.555162,0.2056569,0.03755169,0.05646169,0.06455015,0.08061752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001899326,0.000253111,0.005865407,0.001612244,0.0003801387,0.0009529933,0.02350337,0.00158983,0.001259147,0.4333146,0.3540335,0.1770458],"study_design_scores_gemma":[0.00009413343,0.00008219552,0.001930643,0.002354941,0.00008602555,0.0003197863,0.006375062,0.0008098878,0.0006319901,0.1481945,0.8390146,0.0001061047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004529931,0.01159089,0.03014774,0.8611836,0.01170373,0.0005460685,0.0005420081,0.0005336789,0.07922238],"genre_scores_gemma":[0.3859588,0.01852825,0.09729721,0.4303694,0.01326642,0.002291163,0.002208816,0.001103443,0.04897635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2476985,"threshold_uncertainty_score":0.9277217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099946749252177,"score_gpt":0.275058349253973,"score_spread":0.2640588817614512,"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."}}