{"id":"W2054661812","doi":"10.1016/j.maturitas.2012.02.012","title":"Reporting clinical research: Guidance to encourage accurate and transparent research reporting","year":2012,"lang":"en","type":"article","venue":"Maturitas","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Medical Research Council; Canadian Institutes of Health Research; Cancer Research UK","keywords":"Medicine; Transparency (behavior); Observational study; Comparative effectiveness research; Systematic review; Clinical trial; Medical physics; Quality (philosophy); Research design; Medical education; Alternative medicine; MEDLINE; Family medicine; Pathology; Computer science; Computer security; Statistics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.747003,0.00945768,0.01962839,0.05246376,0.006088324,0.02667493,0.01466807,0.03374689,0.00913083],"category_scores_gemma":[0.9223794,0.01958155,0.02372458,0.04251035,0.01384028,0.02081376,0.02072133,0.03656768,0.01663354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01147338,"about_ca_system_score_gemma":0.09321754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009593917,"about_ca_topic_score_gemma":0.01814314,"domain_scores_codex":[0.07823899,0.5317763,0.3352616,0.005594411,0.04690188,0.002226769],"domain_scores_gemma":[0.03314919,0.5760226,0.1344531,0.07734784,0.1737303,0.005297035],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002383971,0.0004534987,0.00538684,0.1062087,0.00799388,0.000827297,0.01531681,0.003242621,0.002828785,0.0255608,0.5091008,0.3206959],"study_design_scores_gemma":[0.00859937,0.0009020218,0.01127348,0.2761138,0.01188697,0.002356073,0.004189008,0.01300526,0.01370146,0.09788679,0.558162,0.001923707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002970705,0.02923454,0.5991639,0.1858178,0.01914615,0.1205262,0.01307171,0.01038118,0.0196877],"genre_scores_gemma":[0.005976616,0.005646685,0.8943962,0.01439694,0.001882848,0.07247721,0.001717797,0.001059428,0.00244637],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.252997,"threshold_uncertainty_score":0.3119904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9832135072527073,"score_gpt":0.7449009440602723,"score_spread":0.238312563192435,"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."}}