{"id":"W4387933459","doi":"10.7759/cureus.47676","title":"Knowledge and Awareness of Rare Diseases Among Healthcare Professionals in the Kingdom of Bahrain","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadore College","funders":"","keywords":"Medicine; Health care; Family medicine; Health professionals; Population; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001191444,0.00006786004,0.0001142067,0.00003020355,0.00003765754,0.000003871843,0.0001442747,0.00005792286,0.000003954479],"category_scores_gemma":[0.00008107658,0.00004772022,0.00004586636,0.0001132885,0.0000778218,0.000001850413,0.0001036687,0.00003030149,5.484598e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003358634,"about_ca_system_score_gemma":0.0001072524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008873254,"about_ca_topic_score_gemma":0.000214279,"domain_scores_codex":[0.999455,0.00007923149,0.0001468895,0.0001457727,0.0000626138,0.0001104589],"domain_scores_gemma":[0.9996084,0.00003359563,0.0000609317,0.000199376,0.0000584929,0.00003922705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001285754,0.0005092881,0.9512637,0.0009720586,0.00007364732,0.00002477673,0.002219059,0.00003477039,0.03320781,0.001462592,0.007578406,0.002525262],"study_design_scores_gemma":[0.0004026279,0.0001126039,0.9880719,0.0001325682,0.0000181782,0.000002369039,0.002214731,0.00005087574,0.006410445,0.0005249339,0.001941546,0.0001171989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921545,0.007188564,0.00000282209,0.0001809076,0.00007332646,0.0001571944,0.0001765187,0.000003549935,0.00006257455],"genre_scores_gemma":[0.9993309,0.0002805393,0.000006838067,0.00004557549,0.00004998422,0.00002598957,0.0001941719,0.000007932736,0.00005809487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03680817,"threshold_uncertainty_score":0.1945974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02358937625851353,"score_gpt":0.3312629336571086,"score_spread":0.307673557398595,"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."}}