{"id":"W2913024223","doi":"10.1002/cphg.50","title":"Matchmaker Exchange","year":2017,"lang":"en","type":"article","venue":"Current Protocols in Human Genetics","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; Hospital for Sick Children","funders":"National Human Genome Research Institute; National Institutes of Health","keywords":"DECIPHER; Computational biology; Biology; Genomics; Genetics; Gene; Genome; Phenotype","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":[0.01116447,0.001206841,0.001614622,0.002844561,0.00178494,0.005400025,0.004681885,0.002418439,0.08768577],"category_scores_gemma":[0.03440609,0.001011915,0.001532886,0.003370453,0.0007517715,0.01001661,0.01433927,0.002320126,0.04165399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001167452,"about_ca_system_score_gemma":0.002089852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053637,"about_ca_topic_score_gemma":0.0008163129,"domain_scores_codex":[0.9924975,0.001798429,0.0008817244,0.001954273,0.002032087,0.0008359933],"domain_scores_gemma":[0.9851753,0.003823531,0.0006608047,0.007917668,0.001454109,0.0009685108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003840643,0.0006490128,0.008807882,0.0005304873,0.0003696835,0.002442549,0.001272345,0.005084446,0.01000813,0.1071605,0.4954895,0.3643447],"study_design_scores_gemma":[0.0003463376,0.0001286979,0.003154455,0.0001369161,0.00009292525,0.001649137,0.000379318,0.03412014,0.02607205,0.09698386,0.8367538,0.0001822278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03816315,0.0009265052,0.5776203,0.003722247,0.002342937,0.00184612,0.02681684,0.2121027,0.1364593],"genre_scores_gemma":[0.3022911,0.001240217,0.3465666,0.005286534,0.001044098,0.003048078,0.0980371,0.05350158,0.1889847],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08768577,"threshold_uncertainty_score":0.2933381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06276739396268333,"score_gpt":0.3937303247269309,"score_spread":0.3309629307642476,"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."}}