{"id":"W2805489117","doi":"10.4081/vl.2018.7340","title":"Brave Dreams: An overestimated study, crippled by recruitment failure and misleading conclusions","year":2018,"lang":"en","type":"article","venue":"Veins and Lymphatics","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine","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":[0.3264071,0.001209616,0.002570678,0.004583229,0.005054895,0.006499178,0.006061118,0.007928615,0.009947589],"category_scores_gemma":[0.7435687,0.001608286,0.001451327,0.004184459,0.007950941,0.01087858,0.005507305,0.008027015,0.003850563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004679845,"about_ca_system_score_gemma":0.009473673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008065802,"about_ca_topic_score_gemma":0.0101144,"domain_scores_codex":[0.562317,0.3234005,0.0501259,0.01323407,0.04698601,0.003936664],"domain_scores_gemma":[0.3003443,0.5299021,0.03931194,0.04685126,0.07431752,0.009272864],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001580707,0.0003342211,0.08872384,0.01485013,0.001384994,0.002224467,0.02860629,0.0004247327,0.0007930418,0.02883356,0.5931693,0.2390746],"study_design_scores_gemma":[0.001881488,0.001449276,0.1036504,0.08295581,0.002786617,0.008072062,0.05639252,0.005070589,0.003344381,0.1414966,0.5921311,0.000769128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06088845,0.0421399,0.03768847,0.7630649,0.06120214,0.003274357,0.003661934,0.0003871814,0.02769264],"genre_scores_gemma":[0.3974933,0.009089055,0.03301652,0.520148,0.02244088,0.007745054,0.001230361,0.0006063099,0.008230469],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6735929,"threshold_uncertainty_score":0.8306599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1631838962094081,"score_gpt":0.4808444582819589,"score_spread":0.3176605620725508,"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."}}