{"id":"W2999252450","doi":"10.1007/s00330-019-06568-z","title":"Publication bias in diagnostic imaging: conference abstracts with positive conclusions are more likely to be published","year":2020,"lang":"en","type":"article","venue":"European Radiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Mach-Gaensslen Foundation of Canada; University of Ottawa","keywords":"Confounding; Medicine; Logistic regression; Odds ratio; Odds; Publication bias; Neuroradiology; Conditional logistic regression; Family medicine; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.2402529,0.004089219,0.01630673,0.01437711,0.002631669,0.0128862,0.004885405,0.01642969,0.01525465],"category_scores_gemma":[0.6118243,0.00354299,0.04362568,0.01480664,0.004886396,0.01003914,0.0055222,0.01052263,0.002064425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002202015,"about_ca_system_score_gemma":0.00411427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002216012,"about_ca_topic_score_gemma":0.002870196,"domain_scores_codex":[0.583573,0.1784588,0.1582988,0.0398198,0.03552364,0.004325909],"domain_scores_gemma":[0.1741608,0.6738509,0.1043018,0.0298181,0.01508368,0.002784833],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.01715181,0.0002278412,0.08364011,0.2044964,0.6188092,0.0009838549,0.001693728,0.000592462,0.001283512,0.002318006,0.01716029,0.05164279],"study_design_scores_gemma":[0.01963625,0.001304151,0.07881978,0.04064446,0.8170438,0.002076834,0.0007611971,0.001633483,0.001248983,0.01757005,0.01871376,0.0005472223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04621913,0.8786794,0.02194402,0.01631417,0.01785844,0.00250009,0.008951453,0.0003856953,0.007147551],"genre_scores_gemma":[0.773968,0.1130852,0.0199542,0.04787908,0.02532795,0.006046223,0.008854489,0.001165306,0.003719553],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7597471,"threshold_uncertainty_score":0.9369034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5713894368245676,"score_gpt":0.4400153789018662,"score_spread":0.1313740579227013,"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."}}