{"id":"W4212947569","doi":"10.1155/2006/435962","title":"Beyond Antibiotics?","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"","keywords":"Antibiotics; Microbiology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00511928,0.0007382217,0.001292125,0.001155316,0.001599005,0.005207337,0.001411183,0.006957546,0.02174439],"category_scores_gemma":[0.008369144,0.0002678092,0.000452205,0.0008569718,0.00600796,0.007938456,0.002828316,0.009379215,0.007837347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00546031,"about_ca_system_score_gemma":0.007536284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009065586,"about_ca_topic_score_gemma":0.01901981,"domain_scores_codex":[0.9974254,0.0008472795,0.000144835,0.0003578457,0.0007771449,0.0004474677],"domain_scores_gemma":[0.9946868,0.001594318,0.0003564446,0.0002968065,0.00162037,0.00144525],"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":[0.00020782,0.00008294069,0.0004513869,0.001149676,0.00004295952,0.0002569503,0.0005423781,0.0001147186,0.000791632,0.1536871,0.6320311,0.2106413],"study_design_scores_gemma":[0.00001298477,0.00003426511,0.0001249735,0.0006285327,0.000006502596,0.0001229232,0.000199777,0.00001769083,0.00009812482,0.01800015,0.9807451,0.00000898002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0005143624,0.4862565,0.0006395095,0.4638272,0.01940604,0.00001333254,0.0001387678,0.00007039152,0.02913393],"genre_scores_gemma":[0.02290197,0.5126888,0.001294512,0.3875627,0.02345782,0.00007158851,0.0002027193,0.0001070408,0.05171281],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02174439,"threshold_uncertainty_score":0.07274228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002148989881412516,"score_gpt":0.2006808899184574,"score_spread":0.1985319000370449,"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."}}