{"id":"W3015863007","doi":"10.1016/j.conctc.2020.100563","title":"Implementation of a randomized controlled trial on an inpatient stroke rehabilitation unit: Lessons learned","year":2020,"lang":"en","type":"article","venue":"Contemporary Clinical Trials Communications","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; University of Ottawa","funders":"Heart and Stroke Foundation of Canada","keywords":"Rehabilitation; Randomized controlled trial; Attendance; Workload; Staffing; Medicine; Physical therapy; Physical medicine and rehabilitation; Nursing; Computer science","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":[0.02363382,0.0002660804,0.004802545,0.0002743911,0.0001562924,0.0000355887,0.0004612734,0.0002565766,0.0002125691],"category_scores_gemma":[0.09134647,0.0001953489,0.002627099,0.000357444,0.0007430356,0.0002246886,0.0001223049,0.000609506,0.00002874804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004168437,"about_ca_system_score_gemma":0.0009818932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006660188,"about_ca_topic_score_gemma":0.00001593929,"domain_scores_codex":[0.9689395,0.02318325,0.006671151,0.0004734093,0.0005538164,0.0001788348],"domain_scores_gemma":[0.9124205,0.08131881,0.003136615,0.00188036,0.0007677209,0.0004760668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9664139,0.002266139,0.003892617,0.000055048,0.0009206501,6.033075e-7,0.001249262,0.000008867592,0.000440899,0.009602067,0.0008958063,0.01425416],"study_design_scores_gemma":[0.9760173,0.01004126,0.002849257,0.0001274169,0.0006907762,3.292606e-7,0.003690636,0.001286137,0.0001035794,0.0008081827,0.00421369,0.0001714222],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8157789,0.0009486884,0.0011862,0.1470328,0.0008638703,0.02722646,0.000221926,0.0001998591,0.006541248],"genre_scores_gemma":[0.9905472,0.0008755173,0.004272339,0.001951391,0.0003358154,0.001451841,0.0004130863,0.00003349367,0.0001193625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1747682,"threshold_uncertainty_score":0.9163075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4870286080799462,"score_gpt":0.5588076274000842,"score_spread":0.07177901932013797,"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."}}