{"id":"W2599275779","doi":"10.1136/eb-2017-102666","title":"Reporting guidance considerations from a statistical perspective: overview of tools to enhance the rigour of reporting of randomised trials and systematic reviews","year":2017,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Rigour; Systematic review; Consolidated Standards of Reporting Trials; Protocol (science); Transparency (behavior); Clinical trial; Management science; Research design; MEDLINE; Medicine; Medical physics; Alternative medicine; Computer science; Data science; Medical education; Statistics","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":[0.7201168,0.008281413,0.01533038,0.04142597,0.004900443,0.02229664,0.01393675,0.02443136,0.01545133],"category_scores_gemma":[0.8746182,0.00990472,0.022777,0.04161364,0.01405887,0.0157003,0.01410103,0.02284663,0.0118795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0180784,"about_ca_system_score_gemma":0.07575432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008436169,"about_ca_topic_score_gemma":0.006022483,"domain_scores_codex":[0.09583002,0.6346909,0.226445,0.006318685,0.03447831,0.002237073],"domain_scores_gemma":[0.05625243,0.6740877,0.09416962,0.03785623,0.1349644,0.002669632],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001363011,0.0001255603,0.001733685,0.2761936,0.003982324,0.0006698992,0.008956792,0.004458256,0.0009585344,0.07925761,0.2873975,0.3349033],"study_design_scores_gemma":[0.002000197,0.0005164375,0.002665317,0.3839692,0.003603902,0.001086119,0.001762573,0.00667083,0.002367202,0.1009546,0.4938162,0.0005874564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.001126129,0.09334641,0.5957975,0.1448289,0.01608474,0.1138144,0.01626344,0.005218021,0.01352056],"genre_scores_gemma":[0.007080572,0.03724073,0.7450134,0.01466861,0.003508427,0.1865413,0.003593351,0.0009582846,0.001395433],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2798832,"threshold_uncertainty_score":0.3451459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9491098146387268,"score_gpt":0.70214388102103,"score_spread":0.2469659336176968,"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."}}