{"id":"W4406542222","doi":"10.1016/j.ymed.2015.05.023","title":"10.1016/j.ymed.2015.05.023","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Antibiotic resistance; Antibiotics; Microbiology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004451847,0.0007490494,0.0004410635,0.0009337812,0.0006995828,0.002259991,0.0006317529,0.002051932,0.8443024],"category_scores_gemma":[0.0006471259,0.0002844002,0.000419257,0.0005376916,0.0007627219,0.001478952,0.0009591276,0.001269991,0.7670964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006110511,"about_ca_system_score_gemma":0.0008828238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009178747,"about_ca_topic_score_gemma":0.0008690796,"domain_scores_codex":[0.999848,0.00001302965,0.00001105582,0.00004067383,0.00005025225,0.00003687873],"domain_scores_gemma":[0.9995267,0.00005166116,0.00006033262,0.00002893526,0.00008205297,0.0002502822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004672509,0.0002816918,0.003052009,0.0007583767,0.00003943168,0.0005891542,0.0001284473,0.0002183779,0.003919726,0.007788737,0.2382275,0.7445293],"study_design_scores_gemma":[0.00004420177,0.0001279812,0.003646286,0.0004744955,0.00002420584,0.00246883,0.000181131,0.0001653828,0.001110723,0.003532615,0.9882092,0.00001486638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006841152,0.0296889,0.004068259,0.01044237,0.003315746,0.00008959132,0.003069276,0.00159006,0.9408946],"genre_scores_gemma":[0.0214594,0.008275296,0.002381048,0.002019324,0.0009399114,0.00005161719,0.001793831,0.0001649425,0.9629146],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1556976,"threshold_uncertainty_score":0.2220836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006790446486589447,"score_gpt":0.1953235892226307,"score_spread":0.1885331427360413,"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."}}