{"id":"W3036912705","doi":"10.1093/cid/ciaa823","title":"Hospital Costs of Injection Drug Use in Florida","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control","funders":"National Institute of Allergy and Infectious Diseases; Miami Center for AIDS Research; National Institutes of Health","keywords":"Injection drug use; Medicine; Health care; Drug; IRIS (biosensor); Emergency medicine; Intensive care medicine; Environmental health; Medical emergency; Drug injection; Pharmacology; Computer science; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0001842513,0.0001769257,0.0005902224,0.00009818484,0.00003304848,0.00002099532,0.00008754682,0.0001325027,0.0001014295],"category_scores_gemma":[0.007987815,0.0001645784,0.0002481109,0.0004977371,0.0002069088,0.0002045241,0.0000849165,0.0004312373,0.0001536779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009314905,"about_ca_system_score_gemma":0.0001758171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002956147,"about_ca_topic_score_gemma":0.0001824057,"domain_scores_codex":[0.9980925,0.0001908203,0.000802446,0.00042353,0.0002572732,0.00023339],"domain_scores_gemma":[0.9978994,0.000897072,0.0001850127,0.0003019186,0.0001571913,0.0005594001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002156647,0.001277577,0.9834762,0.00008447237,0.00006454103,0.00006800218,0.0005320403,0.00006498105,0.00002727757,0.0000726236,0.006157787,0.00795888],"study_design_scores_gemma":[0.003289548,0.002144703,0.9913996,0.000148115,0.0002080248,0.00000341298,0.0009930016,0.0006262202,0.00009004145,0.0001258134,0.0007667839,0.0002047269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967582,0.0001547286,0.00006409395,0.0008008035,0.0006977498,0.0005154189,0.00005744,0.0002090321,0.0007425584],"genre_scores_gemma":[0.9975792,0.0001479888,0.00001791949,0.001373381,0.0006779053,0.00002443932,0.00004693769,0.00003468572,0.00009752475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007923455,"threshold_uncertainty_score":0.9562737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06499191398496428,"score_gpt":0.3863671017729184,"score_spread":0.3213751877879541,"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."}}