{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07057861,0.000825258,0.002491087,0.001447689,0.0008433452,0.001957731,0.0008580801,0.001778939,0.008856559],"category_scores_gemma":[0.09947628,0.0005156383,0.004111046,0.002645299,0.001078374,0.002271111,0.001764314,0.001265448,0.000698722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000512466,"about_ca_system_score_gemma":0.001571839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004933869,"about_ca_topic_score_gemma":0.0009554392,"domain_scores_codex":[0.9167262,0.05675583,0.01392355,0.005440712,0.005541004,0.001612705],"domain_scores_gemma":[0.9591138,0.02512046,0.01028886,0.003257977,0.001467041,0.0007519358],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1631887,0.001513488,0.4896897,0.04803722,0.07485133,0.0009148964,0.002574586,0.002208931,0.003387925,0.009729349,0.02206456,0.1818393],"study_design_scores_gemma":[0.06726623,0.01613754,0.6853058,0.02238477,0.1031547,0.002285072,0.0014047,0.007019605,0.00490576,0.02325139,0.06656326,0.0003212329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7041873,0.1607776,0.02799042,0.006861222,0.002018554,0.03720426,0.03014706,0.0002504287,0.03056314],"genre_scores_gemma":[0.9518499,0.005008511,0.005700403,0.002884392,0.0004151506,0.02943463,0.0034679,0.00008494128,0.001154083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9294214,"threshold_uncertainty_score":0.3732598,"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."}}