{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002974864,0.0008359354,0.001364064,0.003330384,0.004187259,0.002538391,0.002456761,0.00509556,0.4142219],"category_scores_gemma":[0.05934414,0.0006241297,0.001329878,0.002789904,0.001007457,0.001673713,0.002062684,0.003184984,0.1270633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009235408,"about_ca_system_score_gemma":0.01512257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6515353,"about_ca_topic_score_gemma":0.7013973,"domain_scores_codex":[0.9971439,0.0002551775,0.0003493169,0.0002968762,0.001600605,0.000354113],"domain_scores_gemma":[0.9251866,0.008518809,0.001216541,0.00179169,0.06046065,0.002825722],"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":[0.00000611414,0.000003130042,0.00009762577,0.00003410711,0.000001666464,0.00003450168,0.000027103,0.000006115778,0.00002542057,0.00006489381,0.9982042,0.001495155],"study_design_scores_gemma":[0.00008091774,0.00001872663,0.007199136,0.0003691443,0.00002535927,0.0002382211,0.0008024008,0.0001586312,0.0002095882,0.0007698182,0.9900428,0.00008529225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001684653,0.003951354,0.002652117,0.3906633,0.3344963,0.002912504,0.1154541,0.003627753,0.1445579],"genre_scores_gemma":[0.01404469,0.003834602,0.00388902,0.1381677,0.03870796,0.001799105,0.02586905,0.0015682,0.7721197],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9970251,"threshold_uncertainty_score":0.8355414,"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."}}