{"id":"W6920881999","doi":"10.6084/m9.figshare.28737135","title":"Additional file 5 of An analysis of the value-added of antibiogram subgroup stratification","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Antibiogram; Statistical analysis; Stratification (seeds); Mean difference; Missing data","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":[0.002984157,0.001220419,0.001331605,0.001954037,0.0007654068,0.002079318,0.001754906,0.0009763621,0.8301122],"category_scores_gemma":[0.06067478,0.0005943774,0.001715269,0.003098498,0.0003062699,0.001580031,0.001248167,0.001212685,0.1384069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094601,"about_ca_system_score_gemma":0.001710565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01213651,"about_ca_topic_score_gemma":0.016452,"domain_scores_codex":[0.9985361,0.000487208,0.0001490534,0.0003544299,0.0002739974,0.0001992062],"domain_scores_gemma":[0.933156,0.05893906,0.001664041,0.002349979,0.003118221,0.0007726486],"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":[0.001179763,0.0001616402,0.01049627,0.002484774,0.0002322324,0.00007110951,0.0001249252,0.001007708,0.0001142137,0.0007545936,0.9702388,0.01313403],"study_design_scores_gemma":[0.007652014,0.000917957,0.1376377,0.005366722,0.001294132,0.0007439751,0.001394454,0.01024651,0.001789699,0.02158623,0.8109984,0.000372025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.000791467,0.00002472109,0.0007623046,0.000121101,0.00004711532,0.00008800201,0.9962393,0.0007318326,0.001194144],"genre_scores_gemma":[0.04560295,0.0001790123,0.01353705,0.001076819,0.0002369494,0.003516973,0.9051572,0.006222816,0.02447016],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8301122,"threshold_uncertainty_score":0.2423244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462935219275697,"score_gpt":0.2631066083384824,"score_spread":0.2484772561457255,"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."}}