{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.004705371,0.0001255451,0.0003382918,0.0002724593,0.001376202,0.000005359268,0.0001108882,0.00006725712,0.000001445148],"category_scores_gemma":[0.0216914,0.00008097481,0.00004698767,0.0003795709,0.001266707,0.00007468159,0.00003625266,0.0001690034,0.000002708371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520036,"about_ca_system_score_gemma":0.0002261878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005145938,"about_ca_topic_score_gemma":0.0001904209,"domain_scores_codex":[0.9964077,0.0009698908,0.001514223,0.0005524883,0.0001761111,0.0003795674],"domain_scores_gemma":[0.9390873,0.05850836,0.0009516468,0.0007537328,0.0005381923,0.0001607715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004604308,0.0003358411,0.02362563,0.001732065,0.0000183486,2.711702e-8,0.02531878,0.000001847739,0.01445323,0.3473167,0.001559618,0.5851775],"study_design_scores_gemma":[0.002100182,0.007551482,0.7427731,0.001440264,0.00005765961,9.529138e-7,0.02447259,0.003904555,0.0003041764,0.1875409,0.02970904,0.0001450443],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7732047,0.001043712,0.02025618,0.1669123,0.0002790175,0.03297058,0.00006385957,0.0001376031,0.005132095],"genre_scores_gemma":[0.9617074,0.0003378289,0.009775629,0.0000528306,0.0004309095,0.02755875,0.00002176455,0.00001828947,0.00009664849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7191475,"threshold_uncertainty_score":0.9999239,"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."}}