{"id":"W6945460441","doi":"10.25384/sage.24898801","title":"sj-docx-1-dhj-10.1177_20552076231219102 - Supplemental material for Validation of automated pipeline for the assessment of a motor speech disorder in amyotrophic lateral sclerosis (ALS)","year":2023,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amyotrophic lateral sclerosis; Pipeline (software); Motor neurone disease; Nova scotia; Speech disorder; Motor activity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00301028,0.001787403,0.001381051,0.004105684,0.002115965,0.003785422,0.003284881,0.002667605,0.784909],"category_scores_gemma":[0.02697021,0.001657558,0.001244034,0.003240621,0.0007130954,0.003647428,0.003085013,0.002723414,0.5476549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001679256,"about_ca_system_score_gemma":0.00350885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0187534,"about_ca_topic_score_gemma":0.0277425,"domain_scores_codex":[0.9974682,0.0002413344,0.0003167569,0.000522371,0.001172389,0.0002788168],"domain_scores_gemma":[0.9775379,0.008876043,0.0008126373,0.002315289,0.009467647,0.0009903712],"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":[0.0001689464,0.0000630183,0.0006340856,0.0005402548,0.00001693559,0.00004124435,0.00006935472,0.0001258795,0.0009139928,0.0003816385,0.9904335,0.006611187],"study_design_scores_gemma":[0.0007855066,0.0001558808,0.01280087,0.0009845718,0.00008217445,0.0002844916,0.000514913,0.001725023,0.009161438,0.003452904,0.9698415,0.0002105898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0005038448,0.00006941397,0.002643481,0.0003804154,0.0003575411,0.0002287971,0.9727522,0.01439333,0.00867106],"genre_scores_gemma":[0.004081808,0.0001335795,0.009609566,0.0009404312,0.0001715238,0.001138344,0.9417134,0.01581847,0.02639286],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.784909,"threshold_uncertainty_score":0.3068011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034445034639741,"score_gpt":0.4072085256254174,"score_spread":0.3037640221614433,"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."}}