{"id":"W4416645713","doi":"10.5256/f1000research.136332.r144874","title":"Referee report. For: Likely community transmission of COVID-19 infections between neighboring, persistent hotspots in Ontario, Canada [version 2; peer review: 1 approved, 2 approved with reservations]","year":2022,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Transmission (telecommunications); Public health; Disease transmission; Population","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01170452,0.0002316011,0.0007352242,0.0008491211,0.001224143,0.00002195689,0.0005813016,0.0001245807,0.0008950281],"category_scores_gemma":[0.006243426,0.0002026133,0.0002301416,0.002041846,0.0003415432,0.0001836962,0.0004159442,0.002980044,0.0000018624],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00538713,"about_ca_system_score_gemma":0.01131872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.964154,"about_ca_topic_score_gemma":0.9188217,"domain_scores_codex":[0.9917801,0.001733122,0.0009742159,0.0004862999,0.004391313,0.0006349366],"domain_scores_gemma":[0.9917953,0.0009486311,0.0003195182,0.001312667,0.005060815,0.0005630787],"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":[0.002282389,0.001700381,0.4788576,0.005316284,0.0003486951,0.0001148244,0.001712218,0.0007131762,0.005930624,0.0000587532,0.5013107,0.001654337],"study_design_scores_gemma":[0.002123647,0.003712047,0.1320012,0.0007272404,0.00007121662,0.00006220418,0.001888625,0.0000818387,0.0008156759,0.00003070555,0.8582982,0.0001873845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341398,0.0005297514,0.0004888577,0.05276131,0.00005169558,0.00480437,0.0009744902,0.00004986879,0.006199875],"genre_scores_gemma":[0.9071916,0.0001565118,0.0008696587,0.0003497981,0.00004606206,0.001274348,0.004955762,0.00007471284,0.08508158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3569875,"threshold_uncertainty_score":0.9993201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1689174735268913,"score_gpt":0.4142315906325811,"score_spread":0.2453141171056898,"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."}}