{"id":"W4415312515","doi":"10.1155/humu/5941599","title":"One-Sided Matching Portal (OSMP): A Tool to Facilitate Rare Disease Patient Matchmaking.","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Children's Hospital of Eastern Ontario; Hospital for Sick Children; Vector Institute; University of Ottawa","funders":"","keywords":"Matching (statistics); Key (lock); Rare disease; Patient data","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":[0.0151693,0.001678502,0.001326294,0.004128385,0.001125203,0.004522705,0.002558099,0.002322361,0.06422183],"category_scores_gemma":[0.04742529,0.001524474,0.001786764,0.003805969,0.0008299719,0.006046596,0.01167705,0.002489591,0.02627716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009511154,"about_ca_system_score_gemma":0.002863912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00210123,"about_ca_topic_score_gemma":0.002310042,"domain_scores_codex":[0.993429,0.002265309,0.001149261,0.001218837,0.001531965,0.0004057188],"domain_scores_gemma":[0.9763576,0.01328411,0.002101939,0.004160279,0.001556384,0.002539744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.007333726,0.0004540554,0.02459024,0.003177127,0.000527852,0.00350143,0.003215518,0.003171576,0.009756885,0.0189738,0.600353,0.3249449],"study_design_scores_gemma":[0.002379659,0.0006442044,0.01397576,0.0009381521,0.0002228902,0.003834034,0.001702795,0.03674891,0.01760969,0.0961362,0.8253351,0.0004725622],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.02475549,0.003029655,0.3661441,0.008281727,0.001641908,0.002849816,0.1477466,0.418053,0.0274978],"genre_scores_gemma":[0.1566944,0.002405048,0.5487337,0.006375512,0.0008919129,0.003974425,0.2171002,0.04542364,0.01840122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06422183,"threshold_uncertainty_score":0.2148434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155610216280256,"score_gpt":0.2143034712616665,"score_spread":0.1987424496336409,"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."}}