{"id":"W4214689188","doi":"10.12968/bjnn.2022.18.1.38","title":"International evaluation of current practices in cognitive assessment for motor neurone disease","year":2022,"lang":"en","type":"article","venue":"British Journal of Neuroscience Nursing","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Motor neurone disease; Thematic analysis; Medicine; Disease; Montreal Cognitive Assessment; Cognitive Assessment System; Psychology; Physical medicine and rehabilitation; Cognitive impairment; Psychiatry; Amyotrophic lateral sclerosis; Qualitative research; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0685705,0.0003285335,0.0005981461,0.004460953,0.0007055982,0.002165824,0.001920259,0.0008290847,0.00114686],"category_scores_gemma":[0.1088753,0.0002619986,0.0007386644,0.004342302,0.001710657,0.002201904,0.003472218,0.0009259538,0.0002737689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003770497,"about_ca_system_score_gemma":0.004207867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007060358,"about_ca_topic_score_gemma":0.008252813,"domain_scores_codex":[0.9544574,0.02191285,0.01136445,0.001968332,0.009137436,0.001159498],"domain_scores_gemma":[0.8308537,0.05853743,0.0489987,0.00536017,0.04957465,0.006675351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002934446,0.0002315031,0.8811421,0.001034962,0.000164752,0.0001014411,0.02143924,0.0001882164,0.0002470192,0.0002365432,0.001573816,0.0933469],"study_design_scores_gemma":[0.00004677987,0.0006779339,0.9691242,0.001382592,0.0000831474,0.0004360237,0.022111,0.0004954607,0.0003017331,0.0001467432,0.00514979,0.00004469334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744138,0.005574266,0.001610076,0.002876112,0.0001676272,0.0005316311,0.0009083486,0.00006574977,0.01385245],"genre_scores_gemma":[0.9945318,0.001431756,0.002609367,0.0003461662,0.0000276123,0.0002534225,0.0004775404,0.00001494398,0.0003074137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0685705,"threshold_uncertainty_score":0.3626398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2376237446744286,"score_gpt":0.5083890586810882,"score_spread":0.2707653140066596,"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."}}