{"id":"W4308013166","doi":"10.2196/43520","title":"Correction: Web-Based Software Tools for Systematic Literature Review in Medicine: Systematic Search and Feature Analysis","year":2022,"lang":"en","type":"erratum","venue":"JMIR Medical Informatics","topic":"Artificial Intelligence in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Systematic review; Information retrieval; Feature (linguistics); Software; Data science; World Wide Web; MEDLINE; Data mining; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01090926,0.0008015152,0.005065875,0.001592622,0.001052143,0.00009483507,0.00115366,0.002745054,0.002113163],"category_scores_gemma":[0.0344946,0.000566792,0.0005107917,0.004395631,0.000255919,0.0004097891,0.0003784279,0.009933188,0.00007954031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243165,"about_ca_system_score_gemma":0.003859766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001000015,"about_ca_topic_score_gemma":0.001492472,"domain_scores_codex":[0.9854653,0.003401103,0.005997945,0.0005127969,0.003444491,0.001178397],"domain_scores_gemma":[0.9795324,0.01472844,0.002147882,0.001441953,0.001334457,0.0008148826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001604506,0.00002119409,0.0001070993,0.5318393,0.0001586097,0.00002304395,0.006007981,0.000008752356,5.962092e-9,0.00003688284,0.4616655,0.000115587],"study_design_scores_gemma":[0.000358485,0.0002020339,0.0000203049,0.8360438,0.001333589,0.00002859676,0.0199568,0.1101565,4.745358e-8,0.00001980717,0.0314423,0.0004378007],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0001974507,0.6425157,0.009202162,0.04170645,0.1346508,0.156188,0.002669283,0.001732286,0.01113786],"genre_scores_gemma":[0.001042839,0.2862034,0.004920563,0.1512365,0.01240494,0.172953,0.04591934,0.0009053476,0.3244141],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4302232,"threshold_uncertainty_score":0.9996784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08541249724198514,"score_gpt":0.4697661182766231,"score_spread":0.3843536210346379,"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."}}