{"id":"W4399357273","doi":"10.1080/21678421.2024.2358793","title":"Sex, racial, and ethnic disparities in motor neuron disease: clinical trial enrolment","year":2024,"lang":"en","type":"article","venue":"Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Centre for Phenogenomics; Toronto General Hospital; University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; Queen's University; University of British Columbia","funders":"","keywords":"Amyotrophic lateral sclerosis; Ethnic group; Demographics; Clinical trial; Motor neuron; Disease; Medicine; Physical therapy; Physical medicine and rehabilitation; Demography; Internal medicine; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008367645,0.0003567845,0.0006331292,0.0002030145,0.0001639923,0.0003860431,0.00009388151,0.0002731086,0.0001042384],"category_scores_gemma":[0.00008332953,0.0002779187,0.000174286,0.0002277304,0.0002705104,0.0005455512,0.000148678,0.0005796807,0.00001833522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620678,"about_ca_system_score_gemma":0.0001458353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008370029,"about_ca_topic_score_gemma":0.00021694,"domain_scores_codex":[0.9966857,0.000397785,0.0009209789,0.0009085241,0.000554627,0.0005323429],"domain_scores_gemma":[0.9988967,0.00009891117,0.00007794137,0.0003129671,0.00005496946,0.0005584634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07410043,0.002053196,0.4880967,0.001603896,0.0005408775,0.0009884115,0.001777503,0.0001093507,0.1096184,0.005587799,0.005330553,0.3101929],"study_design_scores_gemma":[0.01312738,0.001471237,0.9650171,0.0003810491,0.00009334611,0.000008945458,0.000008450318,0.01813927,0.00004757381,0.0005084997,0.0008728116,0.0003243121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802061,0.0117078,0.00008759138,0.005755684,0.0007071403,0.001331989,0.00003636998,0.0001199246,0.00004742849],"genre_scores_gemma":[0.9865367,0.009659436,0.0002803706,0.0006111086,0.001250668,0.0001960114,0.0001364402,0.00005580815,0.001273499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4769204,"threshold_uncertainty_score":0.9999673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1147844189952548,"score_gpt":0.363357613028472,"score_spread":0.2485731940332172,"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."}}