{"id":"W3177431421","doi":"10.20381/ruor-26252","title":"Developing Recommendations to Guide Future Evidence Generation, Evidence Synthesis, and Knowledge Translation for Rare Diseases","year":2021,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Knowledge translation; Translation (biology); Medicine; Data science; Computer science; Knowledge management; Chemistry; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4874208,0.004931099,0.009098552,0.024786,0.007403673,0.03675535,0.01679642,0.03700119,0.02828187],"category_scores_gemma":[0.8243509,0.004998252,0.01459944,0.01887275,0.01112058,0.03798037,0.0223925,0.03323644,0.01353562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02826751,"about_ca_system_score_gemma":0.153638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01177684,"about_ca_topic_score_gemma":0.01421699,"domain_scores_codex":[0.4752586,0.3994329,0.07851111,0.01170919,0.02933768,0.005750525],"domain_scores_gemma":[0.1064674,0.7194856,0.02948335,0.02325292,0.1125513,0.008759454],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005219489,0.0004570337,0.002514598,0.1047697,0.00285562,0.0008231649,0.01068462,0.005580385,0.0005856702,0.08381218,0.3105034,0.4768916],"study_design_scores_gemma":[0.001648246,0.000286213,0.00105983,0.3979551,0.003230822,0.0002165974,0.007549819,0.005917715,0.001085066,0.2081704,0.3723847,0.0004955676],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002092015,0.06123948,0.135149,0.7083442,0.02914191,0.03679091,0.004908259,0.001615878,0.02071847],"genre_scores_gemma":[0.02172245,0.04574319,0.7757269,0.0922919,0.003609853,0.05438075,0.003047839,0.0004158711,0.003061367],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5125792,"threshold_uncertainty_score":0.6321014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259359398771637,"score_gpt":0.3870465206754466,"score_spread":0.2611105807982829,"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."}}