{"id":"W4362601647","doi":"10.1001/jamasurg.2023.0958","title":"Errors in Author Names and Affiliation","year":2023,"lang":"en","type":"erratum","venue":"JAMA Surgery","topic":"Topic Modeling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Gerontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01451132,0.001869485,0.002657278,0.005954605,0.004934526,0.005454011,0.003136984,0.004116148,0.3252979],"category_scores_gemma":[0.218555,0.001501648,0.001395427,0.01590965,0.001984297,0.004500281,0.003890668,0.009345285,0.3410788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004107957,"about_ca_system_score_gemma":0.01234939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0105225,"about_ca_topic_score_gemma":0.01128181,"domain_scores_codex":[0.974328,0.005577253,0.005916015,0.003307209,0.009328876,0.001542625],"domain_scores_gemma":[0.8617797,0.04248639,0.01178287,0.0183423,0.06258139,0.003027372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003559755,0.000004617822,0.00008805934,0.00008270082,0.000005331764,0.00002784521,0.00008468422,0.0000536495,0.00002768435,0.002499621,0.9899722,0.007117979],"study_design_scores_gemma":[0.00003496697,0.00001180958,0.0003020443,0.000423082,0.00001290012,0.00009542237,0.0002088585,0.0001458873,0.0002543973,0.003705842,0.9947817,0.00002311129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0008976796,0.002736862,0.01162812,0.1083907,0.683974,0.0005212175,0.09343174,0.004807605,0.09361214],"genre_scores_gemma":[0.0288336,0.008403448,0.02920175,0.08043119,0.05341994,0.0031846,0.08189563,0.009806901,0.7048231],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9958838,"threshold_uncertainty_score":0.9623807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04197408462975459,"score_gpt":0.2712112143318795,"score_spread":0.2292371297021249,"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."}}