{"id":"W6912319170","doi":"10.5281/zenodo.3541233","title":"NPA_ref5095","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); Characterization (materials science); 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":[],"category_scores_codex":[0.001132256,0.00174409,0.003181785,0.01090364,0.003455439,0.009467307,0.004527991,0.004711157,0.9108179],"category_scores_gemma":[0.009071028,0.00126976,0.002186837,0.01415904,0.001173643,0.007609548,0.003520692,0.002394144,0.7843502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004071483,"about_ca_system_score_gemma":0.007419448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341777,"about_ca_topic_score_gemma":0.01266369,"domain_scores_codex":[0.9979203,0.000140261,0.0003137615,0.0002778681,0.001090543,0.0002571956],"domain_scores_gemma":[0.9933681,0.0009203602,0.0003557241,0.0005207884,0.004066164,0.0007689469],"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":[0.00005105349,0.00003062133,0.00008163298,0.00192465,0.00001301701,0.00009471768,0.00001867033,0.00003763666,0.0002183279,0.001399051,0.9727711,0.02335955],"study_design_scores_gemma":[0.00005391661,0.00002138625,0.0006840384,0.0007426283,0.00001780333,0.0001420008,0.00003133202,0.00003875429,0.0002233333,0.001014492,0.9970136,0.00001661701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005214224,0.009135541,0.001101183,0.006170072,0.04593268,0.0009363249,0.232429,0.00269161,0.7010822],"genre_scores_gemma":[0.005617491,0.01246342,0.003127545,0.00444964,0.008663773,0.0009118218,0.2422472,0.00246734,0.7200518],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9108179,"threshold_uncertainty_score":0.1272074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02872167432575477,"score_gpt":0.2711806489750007,"score_spread":0.2424589746492459,"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."}}