{"id":"W2165773881","doi":"10.1186/2046-4053-2-113","title":"A methodological survey of the analysis, reporting and interpretation of Absolute Risk ReductiOn in systematic revieWs (ARROW): a study protocol","year":2013,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; Institute for Clinical Evaluative Sciences; University of Toronto; McMaster University","funders":"Instituto de Salud Carlos III; Canadian Institutes of Health Research; Suomen Kulttuurirahasto; Suomen Lääketieteen Säätiö","keywords":"Medicine; Protocol (science); Interpretation (philosophy); Arrow; Absolute risk reduction; Absolute (philosophy); Alternative medicine; Environmental health; Epistemology; Pathology","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","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7101321,0.000619893,0.02717118,0.0008969362,0.0001163583,0.0003783208,0.001894373,0.0001403375,0.0005444934],"category_scores_gemma":[0.6801395,0.000204778,0.003972441,0.007486189,0.0001182106,0.0003833303,0.0002870124,0.0003091437,0.0002383435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000724339,"about_ca_system_score_gemma":0.00005910211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008729949,"about_ca_topic_score_gemma":0.0006918299,"domain_scores_codex":[0.4495258,0.4417952,0.101693,0.00164723,0.004959183,0.0003796234],"domain_scores_gemma":[0.7094851,0.0325753,0.2426432,0.01155067,0.003541575,0.000204228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.00001992584,0.0004386464,0.2307303,0.7531955,0.002193093,0.000001534754,0.008172674,0.0001766062,0.000156697,0.00006458919,0.001310568,0.003539925],"study_design_scores_gemma":[0.0009160358,0.0003673868,0.7800717,0.1185417,0.01399181,0.0001011179,0.008711325,0.07431963,0.00002121924,0.001927248,0.0002041056,0.0008267706],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.1418818,0.005819388,0.0185854,0.00003920975,0.000222358,0.8331029,0.000006557978,0.000007018036,0.0003353745],"genre_scores_gemma":[0.7122987,0.0001088549,0.004622913,0.00001473728,0.00001492344,0.282346,0.000002076481,0.00001582559,0.0005760209],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.6346537,"threshold_uncertainty_score":0.9872715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8585674164922588,"score_gpt":0.6080439699564819,"score_spread":0.2505234465357769,"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."}}