{"id":"W4402214190","doi":"10.1101/2024.09.03.24313012","title":"One-Sided Matching Portal (OSMP): a tool to facilitate rare disease patient matchmaking","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Hospital for Sick Children; University of Ottawa","funders":"","keywords":"Workflow; Computer science; Matching (statistics); Gene; Table (database); Computational biology; Information retrieval; Bioinformatics; Data mining; Medicine; Genetics; Biology; Database","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":[0.02021442,0.002037498,0.001516786,0.004911312,0.001460867,0.005591815,0.003046084,0.002602773,0.05667368],"category_scores_gemma":[0.05289898,0.001802404,0.002302767,0.004153231,0.001115572,0.007125937,0.01421435,0.003127324,0.02197171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160794,"about_ca_system_score_gemma":0.003442441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002484398,"about_ca_topic_score_gemma":0.002427842,"domain_scores_codex":[0.9904369,0.00324907,0.001751452,0.0018397,0.00212188,0.0006010698],"domain_scores_gemma":[0.968697,0.0180619,0.002342507,0.005677344,0.002204959,0.003016319],"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":[0.008653987,0.0005865538,0.02495488,0.003311606,0.0006077971,0.00440935,0.005095543,0.004568589,0.01290923,0.02795334,0.5332623,0.3736867],"study_design_scores_gemma":[0.002558378,0.0006499149,0.01158445,0.0009748929,0.0002350213,0.003204108,0.002133806,0.04819189,0.02262388,0.1143489,0.7928671,0.0006276506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.02129107,0.001762926,0.4438983,0.006610319,0.001347206,0.002761619,0.07770057,0.4224615,0.02216641],"genre_scores_gemma":[0.1417517,0.001762923,0.6622982,0.005157683,0.0007086747,0.004013931,0.1248778,0.04529234,0.01413679],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.05667368,"threshold_uncertainty_score":0.1895924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238689299393882,"score_gpt":0.2499947438159322,"score_spread":0.2276078508219934,"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."}}