{"id":"W3157349901","doi":"10.1186/s13643-021-01675-9","title":"Is reusing text from a protocol in the completed systematic review acceptable?","year":2021,"lang":"en","type":"letter","venue":"Systematic Reviews","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; George & Fay Yee Centre for Healthcare Innovation","funders":"","keywords":"Copying; Protocol (science); Context (archaeology); Reuse; Medicine; Perspective (graphical); Work (physics); Engineering ethics; Computer science; Alternative medicine; Artificial intelligence; Pathology; Law","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","metaepi_narrow","metaepi_broad","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"category_scores_codex":[0.4195701,0.00274496,0.06702144,0.0009991642,0.0003863891,0.005995325,0.01660046,0.001065045,0.03423255],"category_scores_gemma":[0.2737735,0.0009509788,0.01467543,0.007704286,0.000133827,0.0005397553,0.0007228477,0.003094874,0.03746527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003651951,"about_ca_system_score_gemma":0.0003811462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001051826,"about_ca_topic_score_gemma":0.00007603727,"domain_scores_codex":[0.519135,0.3494393,0.1012013,0.004810709,0.02399484,0.001418959],"domain_scores_gemma":[0.8271181,0.04649493,0.0820144,0.04099841,0.003131965,0.0002422301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[3.754475e-7,0.00002433892,0.00001029164,0.4986118,0.0003321454,0.0001163764,0.0004352136,1.398236e-7,4.790263e-7,0.00001188065,0.5004199,0.00003709598],"study_design_scores_gemma":[0.0001362403,0.00001357156,0.000004208452,0.5088651,0.003777074,0.0001447922,0.0003672672,0.0002625779,1.831114e-7,0.0003675303,0.4855074,0.000554091],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[8.891196e-7,0.1673447,0.001578571,0.1443369,0.0005466252,0.6794097,0.0001324648,0.00001988993,0.006630236],"genre_scores_gemma":[0.000005994359,0.001612386,0.001117674,0.4831312,0.0008191058,0.5002419,0.0001978917,0.0001058452,0.01276797],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3387943,"threshold_uncertainty_score":0.9992941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7819905226527144,"score_gpt":0.5451650193207037,"score_spread":0.2368255033320107,"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."}}