{"id":"W2123696324","doi":"10.1002/lary.24294","title":"Current incidence of duplicate publication in otolaryngology","year":2013,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Vancouver General Hospital","funders":"","keywords":"Medicine; Otorhinolaryngology; Subspecialty; Incidence (geometry); Index (typography); MEDLINE; Retrospective cohort study; Bibliometrics; Family medicine; Surgery; Library science; World Wide Web; Computer science","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0949967,0.0005112567,0.001981846,0.02588268,0.001258514,0.004551413,0.001947948,0.001665447,0.002221767],"category_scores_gemma":[0.3756078,0.0006275953,0.001943843,0.01933641,0.00299721,0.004115355,0.002773745,0.0007559609,0.0007469321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00228638,"about_ca_system_score_gemma":0.00390525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081296,"about_ca_topic_score_gemma":0.00125238,"domain_scores_codex":[0.8687037,0.03905324,0.0475122,0.01027835,0.03298241,0.001470105],"domain_scores_gemma":[0.3867734,0.3421665,0.1651803,0.03410157,0.06927073,0.002507622],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006582564,0.0001104947,0.8441632,0.02055661,0.002401113,0.003932589,0.004457906,0.000191951,0.001344101,0.001823661,0.00388365,0.1164765],"study_design_scores_gemma":[0.0001937256,0.000767843,0.8453979,0.02680843,0.006360024,0.0597177,0.009294447,0.0012903,0.006756253,0.007143562,0.03603482,0.000234878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7282462,0.2363516,0.01033145,0.005816015,0.001085191,0.001113115,0.006820393,0.0002179751,0.01001795],"genre_scores_gemma":[0.9577318,0.02965504,0.00716402,0.001237606,0.0005822855,0.0005194853,0.00247241,0.00004902538,0.000588279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9983345,"threshold_uncertainty_score":0.5023966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06960365930966181,"score_gpt":0.3907845364719754,"score_spread":0.3211808771623136,"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."}}