{"id":"W4416625261","doi":"10.5256/f1000research.79823.r129170","title":"Referee report. For: Likely community transmission of COVID-19 infections between neighboring, persistent hotspots in Ontario, Canada [version 1; peer review: 1 approved, 1 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":[0.011791,0.0002326177,0.0007376426,0.0008523478,0.001227132,0.00002200423,0.0005839914,0.0001250381,0.0009106944],"category_scores_gemma":[0.006333948,0.0002035441,0.0002310759,0.002049271,0.0003428066,0.0001842132,0.0004176347,0.002987582,0.000001888196],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005396777,"about_ca_system_score_gemma":0.01138687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9638382,"about_ca_topic_score_gemma":0.9185752,"domain_scores_codex":[0.9917496,0.001738758,0.0009771151,0.0004883495,0.00440878,0.0006373473],"domain_scores_gemma":[0.9917216,0.0009628928,0.0003207522,0.001320074,0.005109254,0.0005654245],"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":[0.002253429,0.00167397,0.4783088,0.005183498,0.0003433013,0.0001107365,0.001681435,0.0006993731,0.005988918,0.00005713848,0.5021101,0.001589327],"study_design_scores_gemma":[0.002122679,0.003728567,0.1328021,0.0007380391,0.00007193018,0.00006224118,0.001912255,0.00008269008,0.0008238636,0.00003074227,0.8574359,0.0001890468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334943,0.0005248421,0.000499187,0.05346716,0.0000517529,0.004818891,0.0009957803,0.00005012755,0.006097928],"genre_scores_gemma":[0.9070487,0.0001528783,0.0008829892,0.0003490389,0.00004578105,0.00128999,0.004923244,0.00007472085,0.08523266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3553258,"threshold_uncertainty_score":0.9993126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1720911724715433,"score_gpt":0.4146347883833229,"score_spread":0.2425436159117796,"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."}}