{"id":"W4205259985","doi":"10.1001/jamanetworkopen.2021.25763","title":"Data Errors in a Table","year":2021,"lang":"en","type":"erratum","venue":"JAMA Network Open","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Table (database); Psychology; Computer science; Data mining","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006624446,0.001571716,0.001714299,0.006393205,0.002223891,0.003113867,0.002350469,0.0023645,0.1326602],"category_scores_gemma":[0.1067589,0.0009637186,0.001354326,0.01419951,0.0007331906,0.001718049,0.001852207,0.004732408,0.1437368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004433037,"about_ca_system_score_gemma":0.006115482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05697685,"about_ca_topic_score_gemma":0.03791637,"domain_scores_codex":[0.9791017,0.003608138,0.004487384,0.003121507,0.00830463,0.001376786],"domain_scores_gemma":[0.9442703,0.0218734,0.005625888,0.006170126,0.0215693,0.0004909678],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005416435,0.00001657228,0.0008619088,0.0001217276,0.0000154408,0.00002408726,0.00003923434,0.0001660891,0.00003138367,0.001636059,0.9868048,0.01022845],"study_design_scores_gemma":[0.00009318628,0.0000357217,0.008410206,0.0007645976,0.00004991019,0.0001019007,0.000270769,0.0004212932,0.0005441534,0.003031184,0.9862354,0.00004158936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002792917,0.001854031,0.01050666,0.0155852,0.09421196,0.0007840646,0.7923902,0.004994819,0.07688017],"genre_scores_gemma":[0.04232093,0.004934506,0.01989607,0.03033704,0.007305667,0.006250793,0.6164087,0.004704027,0.2678423],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9976355,"threshold_uncertainty_score":0.4437926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05336527335063847,"score_gpt":0.3142678627582778,"score_spread":0.2609025894076393,"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."}}