{"id":"W2918535037","doi":"10.1136/bmjopen-2018-022769","title":"Reporting guidelines for health research: protocol for a cross-sectional analysis of the EQUATOR Network Library","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Centro de Investigación Biomédica en Red de Salud Mental","keywords":"Checklist; Medicine; Transparency (behavior); Documentation; Protocol (science); Citation; MEDLINE; Quality (philosophy); Medical education; Alternative medicine; Computer science; World Wide Web; Psychology; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.352799,0.003899048,0.00748943,0.01629846,0.006508181,0.007739181,0.004698038,0.007130662,0.07843977],"category_scores_gemma":[0.3849305,0.005200472,0.009008442,0.01769841,0.006039508,0.009334802,0.006434538,0.008157413,0.03238763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01186278,"about_ca_system_score_gemma":0.05356142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003014927,"about_ca_topic_score_gemma":0.003626836,"domain_scores_codex":[0.6281568,0.239573,0.09484296,0.00896922,0.02333499,0.005123025],"domain_scores_gemma":[0.4900819,0.2052065,0.06059647,0.09103002,0.1468948,0.006190407],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.04650769,0.004576639,0.008860639,0.1928959,0.002361556,0.000946069,0.01857915,0.003987064,0.004752761,0.03830204,0.4578547,0.2203757],"study_design_scores_gemma":[0.03527174,0.005079796,0.02621858,0.08634468,0.001168563,0.0004798795,0.00813797,0.004654021,0.005562653,0.03049409,0.795767,0.0008209775],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006070393,0.0001726596,0.006861441,0.0006463767,0.0003155529,0.9826857,0.007266723,0.0002529541,0.001191545],"genre_scores_gemma":[0.0004542692,0.00007852792,0.006921981,0.0001454737,0.00002515062,0.991528,0.0006094111,0.00002517368,0.0002119613],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6472009,"threshold_uncertainty_score":0.7981141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9845679782152152,"score_gpt":0.7849246182426775,"score_spread":0.1996433599725378,"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."}}