{"id":"W4392780634","doi":"","title":"Does the medical literature remain inadequately described despite having reporting guidelines for 21 years? &ndash; A systematic review of reviews: an update","year":2018,"lang":"en","type":"review","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematic review; Medical literature; Library science; Medicine; Psychology; Family medicine; MEDLINE; Political science; Computer science; Law; Pathology","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":[],"category_scores_codex":[0.1880056,0.00269253,0.01401008,0.04124235,0.002224915,0.01312423,0.007401774,0.007662455,0.004674371],"category_scores_gemma":[0.5249882,0.005425865,0.01264548,0.03028652,0.006045464,0.02057565,0.008773816,0.005068603,0.001248888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01796777,"about_ca_system_score_gemma":0.04345611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02784966,"about_ca_topic_score_gemma":0.09062048,"domain_scores_codex":[0.7310165,0.08675171,0.1391301,0.01157463,0.02885161,0.002675507],"domain_scores_gemma":[0.4167999,0.3887464,0.1196289,0.01348482,0.0576834,0.003656549],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001997702,0.00002082247,0.001797125,0.9014946,0.01040162,0.0001261781,0.001507974,0.0001015424,0.0002093646,0.001201206,0.01765684,0.06528298],"study_design_scores_gemma":[0.0002250431,0.00006809094,0.00224293,0.9277774,0.01775647,0.0002987696,0.0009576756,0.0001036004,0.0001142332,0.001169659,0.04918638,0.00009964225],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005928702,0.9862606,0.0009227948,0.008266228,0.002202056,0.0004787275,0.0008053627,0.00005244007,0.0004189287],"genre_scores_gemma":[0.01705042,0.9559261,0.006768065,0.01503048,0.001482706,0.002239731,0.001058079,0.0001339925,0.0003104412],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8119944,"threshold_uncertainty_score":0.9942805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7957631524335974,"score_gpt":0.7535040164831378,"score_spread":0.0422591359504596,"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."}}