{"id":"W4220655511","doi":"10.1136/bmjopen-2021-060102","title":"Protocol for psychometric evaluation of the Amyotrophic Lateral Sclerosis - Bulbar Dysfunction Index (ALS-BDI): a prospective longitudinal study","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University Health Network; Toronto Rehabilitation Institute; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Medicine; Amyotrophic lateral sclerosis; Protocol (science); Physical medicine and rehabilitation; Prospective cohort study; Physical therapy; Disease; Internal medicine; Pathology; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0719274,0.004171163,0.004105474,0.004911955,0.005967022,0.004063156,0.003370947,0.004920261,0.06640789],"category_scores_gemma":[0.09089383,0.003203074,0.003475802,0.005172168,0.003044001,0.003624354,0.003174675,0.009351374,0.02734913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006799212,"about_ca_system_score_gemma":0.0357539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002793363,"about_ca_topic_score_gemma":0.006521455,"domain_scores_codex":[0.9486917,0.02797696,0.01174117,0.003760711,0.005732016,0.002097475],"domain_scores_gemma":[0.9113051,0.02145397,0.009258263,0.01421555,0.03923006,0.00453698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.09904612,0.02391048,0.01952177,0.04907272,0.001618958,0.002890332,0.01186147,0.008385716,0.009951068,0.04942011,0.467643,0.2566782],"study_design_scores_gemma":[0.09617542,0.01939302,0.05822215,0.0355835,0.000779036,0.00129452,0.004040482,0.008335174,0.006610048,0.02548842,0.7430266,0.001051685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001110107,0.0001577206,0.005174664,0.0003200113,0.0003939578,0.9873314,0.00359108,0.0001171301,0.001803889],"genre_scores_gemma":[0.0007336899,0.00006487752,0.002695917,0.0001235741,0.00002435363,0.9955134,0.0005639844,0.000007198199,0.0002729493],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0719274,"threshold_uncertainty_score":0.380393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.359599266767413,"score_gpt":0.4994415292490876,"score_spread":0.1398422624816746,"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."}}