{"id":"W4252144154","doi":"10.1177/1545968317732662","title":"Standardized Measurement of Sensorimotor Recovery in Stroke Trials: Consensus-Based Core Recommendations from the Stroke Recovery and Rehabilitation Roundtable","year":2017,"lang":"en","type":"article","venue":"Neurorehabilitation and neural repair","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":209,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Ipsen; State Government of Victoria; National Health and Medical Research Council; Heart and Stroke Foundation of Canada","keywords":"Neurorehabilitation; Stroke (engine); Physical medicine and rehabilitation; Rehabilitation; Stroke recovery; Standardization; Clinical trial; Pooling; Psychology; Physical therapy; Medicine; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003910657,0.0003037091,0.0009425702,0.0002816063,0.0003886958,0.0001477109,0.0001205252,0.0001707776,0.00005471965],"category_scores_gemma":[0.04130356,0.000226316,0.0004993376,0.0001351691,0.0005485183,0.0004272985,0.00005923643,0.0003601651,0.000001487534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002746444,"about_ca_system_score_gemma":0.0002854268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005905359,"about_ca_topic_score_gemma":0.0005040404,"domain_scores_codex":[0.9958482,0.001170418,0.001336666,0.0006702663,0.0006955722,0.0002788764],"domain_scores_gemma":[0.9834414,0.01414786,0.0007626326,0.0008800372,0.0006016248,0.0001664531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01165502,0.0006891977,0.8824461,0.0006693745,0.0002814181,0.00001222135,0.00125338,0.0002879932,0.04717205,0.000436948,0.005608343,0.04948797],"study_design_scores_gemma":[0.007961188,0.003248192,0.9745539,0.0005317231,0.0002401172,0.000008773281,0.001871603,0.004926064,0.0008213994,0.001004383,0.004568676,0.0002640172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727973,0.0005083019,0.0001492759,0.02292066,0.0008368064,0.002005957,0.0004968609,0.00008438458,0.0002004281],"genre_scores_gemma":[0.9894306,0.0002690618,0.009083051,0.0005446022,0.0001060624,0.0001253325,0.00003951594,0.0000355302,0.0003662328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09210778,"threshold_uncertainty_score":0.966772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08969232585027917,"score_gpt":0.3540813126916209,"score_spread":0.2643889868413417,"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."}}