{"id":"W2977578259","doi":"10.14309/00000434-200910003-01357","title":"Quality Analysis of the GI Literature on Endoscopic Ultrasound","year":2009,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Blinding; Consolidated Standards of Reporting Trials; Checklist; Generalizability theory; Randomized controlled trial; Randomization; Data extraction; Medical physics; Sample size determination; Systematic review; MEDLINE; Family medicine; Surgery; 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":[0.3691984,0.003247347,0.01954493,0.03605824,0.001862951,0.009751237,0.005538796,0.0042535,0.004468664],"category_scores_gemma":[0.7103977,0.002456388,0.02461165,0.03001474,0.004431743,0.006301476,0.005279733,0.00295149,0.0004686085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01189916,"about_ca_system_score_gemma":0.01674733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005774358,"about_ca_topic_score_gemma":0.00574016,"domain_scores_codex":[0.4223666,0.2460592,0.2651753,0.01381855,0.05056033,0.002020068],"domain_scores_gemma":[0.1628975,0.5966564,0.1710685,0.01822456,0.04961581,0.001537211],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001546058,0.00005597182,0.01217526,0.839219,0.08136299,0.0001210481,0.000980959,0.0006299477,0.0003455937,0.001120856,0.00212886,0.06031345],"study_design_scores_gemma":[0.001851667,0.001204703,0.03101333,0.6932943,0.2405518,0.000714895,0.0009046526,0.0008678514,0.00131837,0.004649575,0.02338183,0.0002469909],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00804441,0.9707535,0.008539339,0.003228741,0.001002096,0.003970224,0.003244282,0.0001212527,0.001096272],"genre_scores_gemma":[0.314095,0.5934744,0.04587673,0.008369022,0.002073511,0.02868903,0.006607098,0.0003456583,0.0004695567],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6308016,"threshold_uncertainty_score":0.7778906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150306880987073,"score_gpt":0.2979956515968475,"score_spread":0.2864925827869768,"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."}}