{"id":"W6968629090","doi":"10.5281/zenodo.3542040","title":"NPA_ref11726","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Streptomycetaceae; Streptomyces","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001068166,0.002037603,0.003373765,0.01231647,0.003558393,0.01021404,0.004154138,0.004967027,0.9157203],"category_scores_gemma":[0.007713342,0.001407862,0.002286404,0.01431738,0.001108879,0.007107471,0.003820985,0.002390275,0.8200938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004117736,"about_ca_system_score_gemma":0.007159039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0124897,"about_ca_topic_score_gemma":0.01211307,"domain_scores_codex":[0.9980089,0.0001193472,0.000291393,0.00026943,0.001060066,0.0002509558],"domain_scores_gemma":[0.9937517,0.0006956522,0.0003577701,0.0005033041,0.003767434,0.0009241236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004153392,0.00002682798,0.00007455643,0.00149956,0.00001290271,0.00007943388,0.00001593156,0.00002998108,0.0002001337,0.001202321,0.9783572,0.0184596],"study_design_scores_gemma":[0.0000503179,0.00001806724,0.0007693079,0.000597716,0.00001586465,0.0001094655,0.00002867796,0.00003085243,0.0001877923,0.0008651335,0.9973099,0.00001695503],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005040593,0.007330775,0.0008612614,0.00596557,0.05289281,0.0007490664,0.2173121,0.002730004,0.7116543],"genre_scores_gemma":[0.004529692,0.008673066,0.002238516,0.003489336,0.009250993,0.0007352931,0.2112966,0.002273551,0.757513],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9157203,"threshold_uncertainty_score":0.1202146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02434329286800894,"score_gpt":0.2561812683447629,"score_spread":0.2318379754767539,"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."}}