{"id":"W2058839493","doi":"10.1371/journal.pone.0027319","title":"Establishing a Minimum Dataset for Prospective Registration of Systematic Reviews: An International Consultation","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Institute for Health and Care Research","keywords":"Transparency (behavior); Delphi method; Trial registration; Medicine; MEDLINE; Medical education; Family medicine; Psychology; Computer science; Political science; Clinical trial; Artificial intelligence; Pathology","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":[0.7692391,0.002737024,0.008289791,0.03093751,0.009182998,0.01586931,0.016066,0.01608277,0.01811614],"category_scores_gemma":[0.764983,0.005939687,0.008435522,0.02294718,0.007067776,0.02198463,0.02241885,0.01829977,0.01010304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.018135,"about_ca_system_score_gemma":0.1786798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004159424,"about_ca_topic_score_gemma":0.004924377,"domain_scores_codex":[0.2094114,0.5118893,0.2236522,0.009734036,0.03793047,0.007382696],"domain_scores_gemma":[0.11136,0.4482893,0.1001616,0.1230637,0.1942462,0.02287914],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.005042875,0.002145931,0.01747807,0.1377199,0.001068649,0.002410488,0.04252436,0.004170711,0.01445065,0.05806536,0.2690345,0.4458885],"study_design_scores_gemma":[0.006276781,0.00315167,0.03523129,0.1738775,0.001102668,0.001826289,0.01915768,0.008656225,0.005579086,0.02702738,0.7167195,0.001393829],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.01977618,0.01124197,0.3302739,0.1802073,0.01067254,0.4045114,0.02072069,0.002514623,0.02008136],"genre_scores_gemma":[0.02286045,0.00331263,0.5697914,0.008233734,0.001580108,0.3832784,0.009142092,0.0004019491,0.001399198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2307609,"threshold_uncertainty_score":0.2845693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8910250848457641,"score_gpt":0.5117206639167723,"score_spread":0.3793044209289919,"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."}}