{"id":"W4406364647","doi":"10.1002/9781683670438.cmph0021","title":"Identification of Gram‐Positive Bacteria","year":2023,"lang":"en","type":"other","venue":"ClinMicroNow","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Bacilli; Gram staining; Biology; Microbiology; Gram; Gram-Positive Cocci; Identification (biology); Gram-positive bacteria; Microorganism; Bacteria; Antimicrobial; Ecology; Staphylococcus aureus; Antibiotics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005801326,0.001069239,0.0003335171,0.002698781,0.0006129739,0.0006837864,0.0004073876,0.0004632125,0.0206728],"category_scores_gemma":[0.001030083,0.0001365163,0.00019259,0.001180186,0.0002908782,0.0005754966,0.0009141084,0.0003939624,0.01535504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254458,"about_ca_system_score_gemma":0.0004195833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006813701,"about_ca_topic_score_gemma":0.001156331,"domain_scores_codex":[0.9989875,0.0001834225,0.00009092553,0.000136067,0.0004802736,0.000121762],"domain_scores_gemma":[0.9993154,0.00009675437,0.0001027615,0.00007054245,0.0003048624,0.0001097165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002780688,0.0002191958,0.01204094,0.000901315,0.00001394465,0.00143489,0.0002151896,0.00007588907,0.7282511,0.003008102,0.01968411,0.2338772],"study_design_scores_gemma":[0.00003153444,0.0005276558,0.0508966,0.0005972951,0.00005232009,0.00606333,0.0005720967,0.001484258,0.5226265,0.002300273,0.4148044,0.00004377606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3202233,0.01694274,0.1155616,0.002948229,0.003087716,0.002469555,0.01374849,0.004606516,0.5204118],"genre_scores_gemma":[0.49907,0.01475446,0.2275862,0.001826316,0.0005548646,0.001093278,0.0172318,0.0007127168,0.2371704],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0206728,"threshold_uncertainty_score":0.06915742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007145080716757987,"score_gpt":0.2517488596288147,"score_spread":0.2446037789120567,"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."}}