{"id":"W6949811177","doi":"10.5281/zenodo.3541212","title":"NPA_ref3954","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Antibiotics Pharmacokinetics and Efficacy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Field (mathematics); Set (abstract data type)","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":["insufficient_payload"],"category_scores_codex":[0.001261704,0.001787154,0.003118579,0.01094662,0.003532247,0.01001722,0.00422626,0.004911897,0.9163668],"category_scores_gemma":[0.00964234,0.001274589,0.002273043,0.0136895,0.001214299,0.007623381,0.003814525,0.002348854,0.7983143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00411184,"about_ca_system_score_gemma":0.007283286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01393022,"about_ca_topic_score_gemma":0.01321035,"domain_scores_codex":[0.997934,0.0001450759,0.0003220639,0.0002891781,0.001044656,0.0002651401],"domain_scores_gemma":[0.9933118,0.0009633168,0.0003515611,0.0005569182,0.003974745,0.0008417245],"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":[0.000044608,0.00002704931,0.0000856827,0.001704552,0.00001289168,0.00009709945,0.00002038083,0.00003448607,0.0001783041,0.001348761,0.975354,0.02109229],"study_design_scores_gemma":[0.00006161245,0.00001986233,0.0007523548,0.0008591457,0.00001804857,0.000154713,0.00003814685,0.00003641901,0.0001917487,0.001153913,0.9966955,0.00001862744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000524708,0.008022349,0.001000446,0.007312939,0.05536982,0.0009319454,0.2183273,0.002445011,0.7060655],"genre_scores_gemma":[0.005614434,0.01063017,0.002902345,0.005264931,0.01054349,0.0009875046,0.2004803,0.002540691,0.7610362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08363318,"threshold_uncertainty_score":0.1192925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02876868636219045,"score_gpt":0.2712687731349646,"score_spread":0.2425000867727742,"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."}}