{"id":"W6950096806","doi":"10.5281/zenodo.3542037","title":"NPA_ref11725","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); Set (abstract data type); Product (mathematics)","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":[0.001126038,0.001549232,0.002654552,0.009262445,0.002890426,0.009431998,0.003648618,0.004636295,0.9247694],"category_scores_gemma":[0.009515005,0.001104621,0.001918638,0.01046366,0.00101637,0.006369401,0.003432252,0.002163239,0.8264347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003766133,"about_ca_system_score_gemma":0.0062401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01138856,"about_ca_topic_score_gemma":0.01094894,"domain_scores_codex":[0.9981338,0.000125063,0.0002707292,0.0002415489,0.001004644,0.0002242238],"domain_scores_gemma":[0.9930328,0.0008969146,0.0003343456,0.000564285,0.004328663,0.0008430146],"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":[0.00003064027,0.00002244772,0.00005952671,0.001032383,0.00000884357,0.00005824785,0.00001231972,0.00002898443,0.0001208304,0.001165621,0.9765953,0.02086484],"study_design_scores_gemma":[0.00004476802,0.00001483881,0.0005451597,0.0005920337,0.00001179909,0.0001001012,0.00002355121,0.00003242825,0.0001620978,0.0009633576,0.9974957,0.0000141334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003862253,0.005536895,0.0008634102,0.006521559,0.04440304,0.0006792022,0.1521153,0.002418954,0.7870755],"genre_scores_gemma":[0.004124754,0.007224888,0.002077759,0.004216479,0.008725307,0.0006712218,0.1395533,0.002098702,0.8313076],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0752306,"threshold_uncertainty_score":0.1073073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02840268185172931,"score_gpt":0.2712745114417675,"score_spread":0.2428718295900381,"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."}}