{"id":"W2000384841","doi":"10.1080/00222895.2014.953442","title":"A Fully Automated, Quantitative Test of Upper Limb Function","year":2015,"lang":"en","type":"article","venue":"Journal of Motor Behavior","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"Heritage Medical Research Institute","keywords":"Test (biology); Physical medicine and rehabilitation; Ceiling effect; Rehabilitation; Psychology; Reliability (semiconductor); Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003618758,0.00008908498,0.0003223687,0.0002974495,0.00001622196,0.000008132017,0.00005137334,0.00008351036,0.000107317],"category_scores_gemma":[0.0008814086,0.00006326081,0.000259863,0.000140797,0.00006217224,0.0001408628,0.0000097415,0.0001778108,0.00002891439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001098391,"about_ca_system_score_gemma":0.0002829504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008112238,"about_ca_topic_score_gemma":0.000001044188,"domain_scores_codex":[0.9988505,0.00004266797,0.0005074386,0.00007457121,0.0004223361,0.0001024867],"domain_scores_gemma":[0.9981818,0.0001953691,0.0003954202,0.0001078336,0.0009239133,0.0001956387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002788049,0.001976828,0.7732728,0.0000865192,0.0001090861,0.0000921047,0.0008003323,0.00001038211,0.2063521,0.00005998726,0.01015769,0.004294207],"study_design_scores_gemma":[0.00267002,0.01418274,0.9745222,0.0001830551,0.0004349903,0.0004146037,0.00186972,0.0001256532,0.002154514,0.00001382924,0.003355953,0.00007269851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976369,0.000466288,0.0001072342,0.0003344536,0.0008994703,0.0002112416,0.00001185414,0.00002892073,0.0003036329],"genre_scores_gemma":[0.9922668,0.00002317598,0.006634783,0.00007005535,0.0001746047,0.000006126753,0.000002182317,0.00001471165,0.0008075374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2041976,"threshold_uncertainty_score":0.2579701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04297421932550389,"score_gpt":0.3380821443293172,"score_spread":0.2951079250038133,"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."}}