{"id":"W4416658243","doi":"10.5256/f1000research.79823.r129171","title":"Referee report. For: Likely community transmission of COVID-19 infections between neighboring, persistent hotspots in Ontario, Canada [version 1; 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":[0.01171754,0.000231589,0.0007351246,0.0008489783,0.001224111,0.00002195216,0.0005816205,0.0001245521,0.0008946479],"category_scores_gemma":[0.006263262,0.0002026024,0.000230122,0.002041708,0.0003415384,0.0001836676,0.0004161729,0.002979439,0.000001862491],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005386563,"about_ca_system_score_gemma":0.011323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.964203,"about_ca_topic_score_gemma":0.9190828,"domain_scores_codex":[0.9917741,0.001733926,0.0009740327,0.0004862778,0.00439676,0.0006349034],"domain_scores_gemma":[0.9917718,0.0009483518,0.0003195334,0.001313106,0.005084181,0.0005630468],"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":[0.002270473,0.001693228,0.4759564,0.005288486,0.0003471943,0.0001143333,0.001705042,0.0007102172,0.005903693,0.00005850062,0.5043062,0.001646255],"study_design_scores_gemma":[0.002121708,0.00371054,0.1310832,0.0007267767,0.00007120115,0.00006182271,0.001887554,0.00008179701,0.000815256,0.00003069732,0.8592221,0.0001873597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335635,0.0005304946,0.0004898749,0.05332232,0.00005183354,0.004808365,0.0009764577,0.00004997871,0.006207202],"genre_scores_gemma":[0.9063008,0.0001565817,0.0008701824,0.0003501692,0.00004642703,0.001274246,0.004959118,0.00007477545,0.0859677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3549159,"threshold_uncertainty_score":0.9993207,"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."}}