{"id":"W2147006306","doi":"10.1002/jrsm.18","title":"Development of a combined database for meta‐epidemiological research","year":2010,"lang":"en","type":"article","venue":"Research Synthesis Methods","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Meta-analysis; Systematic review; Blinding; Randomized controlled trial; Computer science; MEDLINE; Data mining; Database; Medicine; Statistics; Mathematics; Pathology; Biology","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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.1282963,0.003378128,0.0136934,0.04590828,0.001761943,0.01314945,0.00961291,0.003572365,0.03916349],"category_scores_gemma":[0.3440031,0.007488246,0.01589078,0.0540797,0.000649062,0.007006114,0.009440172,0.005489767,0.01098682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0037615,"about_ca_system_score_gemma":0.02045999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003667738,"about_ca_topic_score_gemma":0.004627554,"domain_scores_codex":[0.8771983,0.04505499,0.05437958,0.008629485,0.01373091,0.001006772],"domain_scores_gemma":[0.691438,0.1774798,0.02145578,0.05758943,0.04921588,0.00282115],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005681441,0.0006040222,0.01188449,0.1200993,0.04908596,0.0009572393,0.00195467,0.01562793,0.002721066,0.03946883,0.2154378,0.5364772],"study_design_scores_gemma":[0.01005848,0.001177284,0.01970477,0.03052617,0.05523277,0.001356233,0.0007890019,0.02886641,0.007359559,0.05331521,0.7906362,0.0009778022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005464043,0.01272777,0.4720918,0.00217035,0.001531914,0.03307644,0.4416561,0.02141252,0.009869023],"genre_scores_gemma":[0.01310724,0.004086735,0.7460278,0.0004962959,0.0002454468,0.08480131,0.1481999,0.001930313,0.001104865],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9863066,"threshold_uncertainty_score":0.6785036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9871852061995543,"score_gpt":0.7842087044533188,"score_spread":0.2029765017462355,"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."}}