{"id":"W2118857278","doi":"10.1186/2046-4053-3-70","title":"Reporting quality of statistical methods in surgical observational studies: protocol for systematic review","year":2014,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Observational study; Medicine; Descriptive statistics; Protocol (science); Confounding; Logistic regression; Quality (philosophy); Statistics; Alternative medicine; Pathology; Internal 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","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8287018,0.0007526414,0.04331363,0.0003707364,0.0001213482,0.0002460203,0.002150043,0.000145768,0.001014007],"category_scores_gemma":[0.9038858,0.0002974736,0.004855745,0.002186971,0.0001180492,0.0002616911,0.0001900119,0.000222048,0.0004858721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375091,"about_ca_system_score_gemma":0.0001412176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006241864,"about_ca_topic_score_gemma":0.00001494902,"domain_scores_codex":[0.3595725,0.3584792,0.266437,0.002930359,0.01166674,0.0009142543],"domain_scores_gemma":[0.2649941,0.3575347,0.3467905,0.01915991,0.01092657,0.0005942014],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000005196698,0.00007109637,0.0004733021,0.9679449,0.0002257228,0.000001673118,0.0001700386,0.000004151932,0.000006797853,0.02392543,0.006818708,0.0003529911],"study_design_scores_gemma":[0.0007182627,0.0001149304,0.0002476042,0.946569,0.001307577,0.00006596517,0.0005056505,0.00520506,0.00000608136,0.01775761,0.02695913,0.000543093],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00001873814,0.01151973,0.3237491,0.0002636068,0.0001535868,0.6624022,0.00001640797,0.00001011503,0.001866494],"genre_scores_gemma":[0.0002075068,0.000151703,0.1998089,0.0003844055,0.00007690771,0.7973978,0.00001221605,0.00003051549,0.001930063],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1349956,"threshold_uncertainty_score":0.9999477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9566307857878935,"score_gpt":0.7456218163692606,"score_spread":0.2110089694186329,"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."}}