{"id":"W2893827325","doi":"10.1016/j.apmr.2018.09.112","title":"The Rehabilitation Treatment Specification System: Implications for Improvements in Research Design, Reporting, Replication, and Synthesis","year":2018,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":185,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Office of Behavioral and Social Sciences Research; National Institutes of Health; National Institute on Deafness and Other Communication Disorders; Patient-Centered Outcomes Research Institute; Massachusetts General Hospital","keywords":"Replication (statistics); Rehabilitation; Physical medicine and rehabilitation; Psychology; Physical therapy; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8453939,0.003837037,0.009457453,0.01368242,0.008503242,0.02030824,0.01142292,0.007721672,0.01366217],"category_scores_gemma":[0.9404037,0.005675093,0.01812338,0.02025796,0.01081158,0.01970008,0.01571301,0.01224691,0.002951569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02889194,"about_ca_system_score_gemma":0.1105208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02041303,"about_ca_topic_score_gemma":0.02520887,"domain_scores_codex":[0.08972826,0.7220972,0.1499699,0.009372132,0.0267802,0.002052351],"domain_scores_gemma":[0.02307715,0.7413611,0.02636627,0.1269446,0.08082335,0.001427441],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.009922773,0.003718722,0.0648483,0.1205309,0.02065491,0.0003913737,0.0490839,0.01447534,0.003539398,0.1312852,0.1300531,0.4514961],"study_design_scores_gemma":[0.03265578,0.007575273,0.1183168,0.1270943,0.03961899,0.0005769942,0.03193702,0.07479362,0.02195996,0.2945283,0.2466731,0.004269788],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03255893,0.004439543,0.6844233,0.04345539,0.011492,0.1813232,0.02835677,0.00476853,0.009182299],"genre_scores_gemma":[0.07095572,0.0008168136,0.6134411,0.006679032,0.0005933766,0.2985229,0.00712694,0.0008689203,0.0009951077],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1546061,"threshold_uncertainty_score":0.2096267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.181700669556112,"score_gpt":0.5272375993417828,"score_spread":0.3455369297856709,"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."}}