{"id":"W2074899501","doi":"10.1016/j.apmr.2013.12.010","title":"Elevating the Quality of Disability and Rehabilitation Research: Mandatory Use of the Reporting Guidelines","year":2014,"lang":"en","type":"editorial","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. National Library of Medicine","keywords":"Rehabilitation; Quality (philosophy); Mandatory reporting; Medicine; Physical medicine and rehabilitation; Physical therapy; Medical emergency; Injury prevention; Poison control","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8190174,0.003834428,0.01155175,0.02100556,0.009096433,0.03122894,0.01330065,0.03118183,0.007186156],"category_scores_gemma":[0.9268023,0.008027611,0.008591364,0.02119539,0.01906468,0.03060616,0.01639506,0.03234851,0.01000158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01869554,"about_ca_system_score_gemma":0.07738885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005808488,"about_ca_topic_score_gemma":0.005135461,"domain_scores_codex":[0.06572975,0.5392064,0.3228266,0.006499767,0.06138666,0.004350903],"domain_scores_gemma":[0.02587261,0.4919084,0.1328837,0.1072914,0.2355015,0.006542488],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007562102,0.0002398096,0.00369901,0.03307369,0.0007766638,0.0006481954,0.01579384,0.0006565377,0.001973475,0.04422652,0.7717087,0.1264474],"study_design_scores_gemma":[0.000786631,0.0004219883,0.005869132,0.1257227,0.0006452244,0.0008274142,0.006323365,0.005011268,0.003766498,0.04793199,0.8016654,0.001028433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003733289,0.01818722,0.1830956,0.587321,0.1032293,0.07974179,0.005649633,0.003821504,0.01522061],"genre_scores_gemma":[0.04174036,0.01356592,0.5823794,0.1543341,0.02420735,0.1711855,0.003756023,0.002195781,0.006635576],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1809826,"threshold_uncertainty_score":0.2231838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7295602597801732,"score_gpt":0.6134656533118308,"score_spread":0.1160946064683425,"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."}}