{"id":"W4387157051","doi":"","title":"","year":2023,"lang":"da","type":"article","venue":"PubMed","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Medicine; Klebsiella pneumoniae; Osteomyelitis; Surgery; Humerus; Biopsy; Clavicle; Antibiotics; Shoulders; Pathology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001541639,0.0006609809,0.0009734989,0.0008491355,0.0006289094,0.0002204041,0.0003076511,0.0003764299,0.0001350438],"category_scores_gemma":[0.001717564,0.0006364231,0.0008991712,0.003951703,0.0002607609,0.0003499587,0.0003583736,0.0005904592,0.001283694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005302636,"about_ca_system_score_gemma":0.0001797649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00104848,"about_ca_topic_score_gemma":0.00009887404,"domain_scores_codex":[0.9931481,0.0002406942,0.0009168656,0.001146309,0.001105035,0.003443004],"domain_scores_gemma":[0.9957429,0.0004680972,0.0002246405,0.001192061,0.0002886165,0.002083747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006121386,0.0008435001,0.6575336,0.0009099586,0.001466543,0.001541316,0.00061725,0.00009994661,0.00002591152,0.000584645,0.01737385,0.3183913],"study_design_scores_gemma":[0.00565321,0.0001908355,0.977762,0.0001016928,0.002159482,0.00008342157,0.000921073,0.0005881949,0.000261327,0.0004892417,0.0111476,0.0006418811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630995,0.002184785,0.000008041143,0.01817072,0.004257174,0.005178402,0.0001996468,0.001539718,0.005361973],"genre_scores_gemma":[0.9690629,0.002893923,0.000003063969,0.004275926,0.003790455,0.01457228,0.0002492636,0.0001456333,0.005006589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3202284,"threshold_uncertainty_score":0.9996087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02807998120369123,"score_gpt":0.2406381113085906,"score_spread":0.2125581301048994,"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."}}