{"id":"W4226226005","doi":"10.20517/rdodj.2022.01","title":"Enhancing the value of clinical networks for rare diseases","year":2022,"lang":"en","type":"article","venue":"Rare Disease and Orphan Drugs Journal","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Legitimacy; Health care; Knowledge management; Public relations; Diversity (politics); Best practice; Medicine; Political science; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.03799533,0.0003903098,0.0005229324,0.002523891,0.004607473,0.01248129,0.002224942,0.003185011,0.009935498],"category_scores_gemma":[0.09415352,0.0004024649,0.0008691748,0.001803039,0.006895148,0.01717759,0.01566151,0.003674846,0.001149043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007389963,"about_ca_system_score_gemma":0.01903206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001766404,"about_ca_topic_score_gemma":0.004284364,"domain_scores_codex":[0.9423444,0.05034706,0.001212838,0.001316084,0.003525736,0.001253691],"domain_scores_gemma":[0.8437394,0.1262265,0.009264234,0.003609633,0.006851346,0.01030887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001300576,0.0001625728,0.008031731,0.01153515,0.000203376,0.002334872,0.09894094,0.0009972793,0.0007352898,0.2064998,0.05934466,0.6110843],"study_design_scores_gemma":[0.00007128315,0.0002525966,0.005277148,0.02053776,0.0001579178,0.001936079,0.04557535,0.0005937944,0.0005248164,0.06954377,0.8554527,0.00007684171],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07320685,0.1621963,0.03649801,0.4245191,0.00618299,0.001171707,0.0003145013,0.0003614003,0.2955492],"genre_scores_gemma":[0.8450183,0.07867835,0.03045577,0.02988972,0.002799397,0.0009485268,0.0002369103,0.0001509786,0.01182215],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03799533,"threshold_uncertainty_score":0.200941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0097746278647512,"score_gpt":0.2818339027353585,"score_spread":0.2720592748706073,"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."}}