{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002929692,0.0008279809,0.00134547,0.003300565,0.004119204,0.002512951,0.00243157,0.005109895,0.411668],"category_scores_gemma":[0.05868408,0.0006211027,0.001308635,0.00275424,0.0009961345,0.001663873,0.002051481,0.003161967,0.1263049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009050208,"about_ca_system_score_gemma":0.01466185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.642574,"about_ca_topic_score_gemma":0.6935349,"domain_scores_codex":[0.9971909,0.0002513032,0.0003452889,0.0002938143,0.00156936,0.00034932],"domain_scores_gemma":[0.9268047,0.008390616,0.00121216,0.001776749,0.05902885,0.002787015],"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":[0.000006294454,0.000003208182,0.0001003983,0.00003454994,0.000001713612,0.00003614792,0.00002801223,0.00000616436,0.00002649561,0.00006635047,0.9981697,0.00152098],"study_design_scores_gemma":[0.00008085465,0.00001888897,0.007305118,0.0003667402,0.00002548797,0.000245647,0.000806516,0.0001591983,0.0002140663,0.000771601,0.9899211,0.00008489842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001726804,0.003979831,0.002655928,0.3927349,0.3347564,0.002888653,0.1127082,0.003604763,0.1449445],"genre_scores_gemma":[0.01428668,0.003839473,0.003839854,0.1376908,0.03867171,0.001769996,0.02529295,0.001535397,0.7730731],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.411668,"threshold_uncertainty_score":0.8391842,"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."}}