{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003464739,0.0001611543,0.00009424578,0.0009390622,0.0004132131,0.0004583939,0.0003252702,0.0001964061,0.001946958],"category_scores_gemma":[0.00221796,0.0001141331,0.0003170659,0.0007212084,0.0001057328,0.0003727915,0.0003840773,0.000398379,0.00006724854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00376936,"about_ca_system_score_gemma":0.001423906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1133337,"about_ca_topic_score_gemma":0.2087713,"domain_scores_codex":[0.9996132,0.0001422871,0.00004033417,0.00002850277,0.00008188021,0.00009393111],"domain_scores_gemma":[0.9991331,0.0001848389,0.0003796495,0.00001779217,0.0001314541,0.0001532104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001553811,0.0002583492,0.9526761,0.00008297001,0.0002266405,0.0001778448,0.0001859015,0.002967022,0.0002418936,0.0009189486,0.00399845,0.03811041],"study_design_scores_gemma":[0.00002793876,0.000174292,0.9932984,0.00005571674,0.00006634022,0.000234362,0.0004113641,0.004166714,0.0001476971,0.0001891421,0.001215058,0.000013094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936446,0.000560818,0.0001198664,0.0008176045,0.00001365402,0.00004129048,0.002362395,0.000008137497,0.002431717],"genre_scores_gemma":[0.9982161,0.0003622384,0.0001839639,0.000086644,0.00001251415,0.00002296536,0.0008236782,9.54502e-7,0.0002909514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1133337,"threshold_uncertainty_score":0.2253481,"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."}}