{"id":"W4214951034","doi":"10.1097/jova.0000000000000034","title":"Spotlighting the Zebras: A Role for Medical Students in Shaping Rare Disease Care","year":2022,"lang":"en","type":"article","venue":"Journal of Vascular Anomalies","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Outreach; Disease; Rare disease; Medicine; Medical care; Family medicine; Medical education; Patient care; Nursing; Political science; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005852611,0.00009631125,0.0001481453,0.00005953994,0.0002192541,0.00004921725,0.0006039125,0.00003331332,0.00003306565],"category_scores_gemma":[0.0001954963,0.0000699517,0.0003431573,0.00006211964,0.00003225534,0.000004549804,0.0003177673,0.0001253848,3.177409e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003191637,"about_ca_system_score_gemma":0.0002472961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006103023,"about_ca_topic_score_gemma":0.00001683618,"domain_scores_codex":[0.9987876,0.0001067471,0.0002920686,0.0001379685,0.0005091362,0.0001664464],"domain_scores_gemma":[0.9994543,0.00002175848,0.0001450542,0.0001668692,0.00009670536,0.0001152664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003349005,0.001984375,0.9013099,0.000652244,0.002501396,0.002110589,0.009016889,0.01962956,0.031852,0.0007694631,0.005665263,0.0211593],"study_design_scores_gemma":[0.01110154,0.002278677,0.4204248,0.0003459232,0.0006791641,0.0007380854,0.06683644,0.0008305385,0.003747238,0.0009516595,0.4909412,0.001124753],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746325,0.02453999,0.00009205025,0.0003447554,0.0001615894,0.0001634823,0.00003292379,0.000001903563,0.00003077967],"genre_scores_gemma":[0.9987509,0.000257605,0.00007063437,0.0005242529,0.000289049,0.00003154307,0.0000335359,0.00001733466,0.00002517999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.485276,"threshold_uncertainty_score":0.2852547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006561317951141187,"score_gpt":0.2576426991915621,"score_spread":0.2510813812404209,"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."}}