{"id":"W4416609415","doi":"10.5256/f1000research.55776.r261015","title":"Referee report. For: A review of the Cochrane COVID-19 Study Register reveals inconsistency in the choice and measurement of SARS-CoV-2 infection outcomes in prevention trials [version 1; peer review: 1 approved, 1 approved with reservations]","year":2024,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Tianjin University; Norwegian Institute of Public Health; Flinders University; University of Bristol; Queen's University Belfast; Bond University; Queen's University; University of Hertfordshire; London School of Economics and Political Science; Universität Basel; American University of Beirut","keywords":"Register (sociolinguistics); MEDLINE; Clinical trial; Peer review; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03631213,0.002657083,0.005951964,0.008124586,0.003214572,0.005438009,0.006678696,0.02210791,0.3448932],"category_scores_gemma":[0.45187,0.001922072,0.007581147,0.01062251,0.001578887,0.005166346,0.005101519,0.009083111,0.1212094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01004992,"about_ca_system_score_gemma":0.01640633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03555469,"about_ca_topic_score_gemma":0.04452131,"domain_scores_codex":[0.9669182,0.008193458,0.01031538,0.002463879,0.01055678,0.001552283],"domain_scores_gemma":[0.5875272,0.1523633,0.02218143,0.01469076,0.2167334,0.006504002],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004750449,0.000006911575,0.00005579814,0.001831385,0.00003611123,0.00004345597,0.00002099686,0.00001257258,0.00003676762,0.0001576681,0.994665,0.003085807],"study_design_scores_gemma":[0.001620569,0.0000867346,0.003490108,0.01348101,0.0005303226,0.0003519656,0.0002595187,0.0003607609,0.0003345455,0.00485693,0.9743617,0.0002658509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002615106,0.006764549,0.00192882,0.4932371,0.4179975,0.00615179,0.05530719,0.002567247,0.01578431],"genre_scores_gemma":[0.004391109,0.008338219,0.007757606,0.675034,0.1468278,0.02356142,0.01634754,0.002260466,0.1154818],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9636879,"threshold_uncertainty_score":0.9344304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8202832631477543,"score_gpt":0.62314653014792,"score_spread":0.1971367329998344,"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."}}