{"id":"W4386877716","doi":"10.1080/21678421.2023.2260832","title":"Harmonized standard operating procedures for administering the ALS functional rating scale-revised","year":2023,"lang":"en","type":"article","venue":"Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Rating scale; Certification; Outcome (game theory); Scale (ratio); Reliability engineering; Physical medicine and rehabilitation; Psychology; Computer science; Statistics; Medicine; Mathematics; Engineering; Cartography","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":[],"consensus_categories":[],"category_scores_codex":[0.000939901,0.0003544675,0.000520549,0.0001267802,0.00116473,0.0005088017,0.0001402178,0.0001799573,0.00009677617],"category_scores_gemma":[0.0002114565,0.000231652,0.0001941652,0.0003762303,0.0001628625,0.0004334755,0.0001410174,0.0002693993,0.0000244282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001551076,"about_ca_system_score_gemma":0.0002000152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001256565,"about_ca_topic_score_gemma":0.00009681635,"domain_scores_codex":[0.9971545,0.000159563,0.0007110361,0.0006620488,0.0006660251,0.0006468088],"domain_scores_gemma":[0.9987918,0.0001125519,0.0001762363,0.000323298,0.0003367303,0.0002594129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001515806,0.00006733325,0.02569213,0.0004112349,0.0001619833,0.00001069245,0.0008075254,0.0006109627,0.9401723,0.0003761977,0.008370172,0.02180367],"study_design_scores_gemma":[0.00852854,0.001849709,0.8990903,0.0008161464,0.0002140324,0.00005754856,0.000232174,0.0691414,0.0163442,0.0004938818,0.002446003,0.0007859781],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846717,0.0004702472,0.001711095,0.01069856,0.0002904373,0.001801315,0.00005759467,0.0002304011,0.00006868188],"genre_scores_gemma":[0.9920069,0.0004708154,0.003378064,0.0007174205,0.001048635,0.0006291168,0.0004060303,0.00007302575,0.001270017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9238281,"threshold_uncertainty_score":0.9446494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08763957774821723,"score_gpt":0.3067465282289333,"score_spread":0.2191069504807161,"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."}}