{"id":"W6958046489","doi":"10.6084/m9.figshare.12233396.v2","title":"NOS","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Field (mathematics); Process (computing)","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":[0.01148271,0.0005967225,0.001113468,0.003101315,0.001593078,0.00288317,0.002409836,0.001296922,0.2584802],"category_scores_gemma":[0.04933569,0.0004140986,0.001562592,0.001939883,0.001078985,0.002468423,0.002756731,0.001815122,0.1128587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001558022,"about_ca_system_score_gemma":0.005482037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005966128,"about_ca_topic_score_gemma":0.01235447,"domain_scores_codex":[0.98239,0.005586144,0.004888497,0.001099667,0.005169845,0.0008658418],"domain_scores_gemma":[0.9648311,0.007459316,0.004380604,0.005324777,0.01592002,0.002084145],"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":[0.000781741,0.0002974512,0.02961379,0.005538288,0.0002263634,0.0003922452,0.001064727,0.0001962369,0.000596238,0.01394527,0.7670118,0.1803358],"study_design_scores_gemma":[0.0001712283,0.0001760037,0.02804969,0.002578916,0.00007600023,0.0006160715,0.0009225526,0.0001649728,0.0001881684,0.004073883,0.9629052,0.00007728775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02252651,0.007301385,0.01409319,0.01080867,0.01506397,0.01503081,0.2232466,0.002196442,0.6897325],"genre_scores_gemma":[0.1393104,0.01038717,0.05154026,0.01052094,0.003406305,0.02765176,0.2596344,0.001820869,0.495728],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7415198,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082591356909128,"score_gpt":0.3165815532647694,"score_spread":0.2083224175738567,"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."}}