{"id":"W4413531985","doi":"10.64628/aam.ww7ug9j4c","title":"Strep A explainer: Why invasive cases are increasing, how it spreads and what symptoms to look for","year":2024,"lang":"en","type":"article","venue":"","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001953873,0.0008889701,0.0005483619,0.0008608933,0.001239263,0.001329804,0.0006311051,0.007552665,0.01323691],"category_scores_gemma":[0.01929783,0.0003178544,0.0006998892,0.0004261004,0.001248958,0.003051097,0.001310651,0.008062533,0.003742873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513232,"about_ca_system_score_gemma":0.002525319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005469033,"about_ca_topic_score_gemma":0.006602517,"domain_scores_codex":[0.9986424,0.0005886359,0.0001702864,0.0001174316,0.0002822625,0.0001991078],"domain_scores_gemma":[0.9942076,0.002737017,0.0009593547,0.0001247914,0.001110661,0.0008605576],"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":[0.000278705,0.0003385427,0.03014094,0.0009060545,0.00008638754,0.01017639,0.003826661,0.0001619218,0.001415064,0.004103412,0.8730107,0.07555516],"study_design_scores_gemma":[0.0003986071,0.0007887539,0.1033687,0.009358206,0.0003883581,0.07465161,0.01922108,0.001713455,0.001925939,0.02016013,0.7676672,0.0003578418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01771606,0.0257623,0.001693857,0.9275411,0.01579762,0.0000617734,0.0002079592,0.000210867,0.01100836],"genre_scores_gemma":[0.2482383,0.0483622,0.00771536,0.5851429,0.05862976,0.0001841292,0.0007703075,0.0004589391,0.05049803],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01323691,"threshold_uncertainty_score":0.0442819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03213511338015837,"score_gpt":0.3099192757147843,"score_spread":0.2777841623346259,"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."}}