{"id":"W3033593105","doi":"10.1186/s12954-020-00378-z","title":"Risk factors of infective endocarditis in persons who inject drugs","year":2020,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; London Health Sciences Centre; Western University","funders":"Schulich School of Medicine and Dentistry; Ontario HIV Treatment Network","keywords":"Health psychology; Infective endocarditis; Medicine; Endocarditis; Social policy; Public health; Environmental health; Internal medicine; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002165796,0.0001519263,0.0004135944,0.000263337,0.0000970828,0.00002615569,0.00005256882,0.0000500298,0.0003824158],"category_scores_gemma":[0.0003469018,0.000133862,0.000298866,0.0003645683,0.00007106421,0.0002044957,0.00003323046,0.000604914,0.00001444901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976487,"about_ca_system_score_gemma":0.00009354748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001229542,"about_ca_topic_score_gemma":3.493904e-7,"domain_scores_codex":[0.9987218,0.0001856494,0.0003471219,0.0002086376,0.0003156796,0.0002211391],"domain_scores_gemma":[0.9992365,0.00005208582,0.0002588214,0.00009817354,0.0001543385,0.0002000551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002935629,0.001026859,0.6869934,0.0002351196,0.002236748,0.0003917156,0.1562014,0.002773561,0.007047672,0.0008714339,0.09186762,0.05006097],"study_design_scores_gemma":[0.002771353,0.0009874033,0.9393966,0.0001719609,0.0002301208,0.0003951728,0.03183028,0.00008714476,0.01553038,0.0001416593,0.008276008,0.0001819107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910308,0.0001728532,0.0006740086,0.0003672726,0.000685875,0.0003116366,0.00002660042,0.00002700795,0.00670392],"genre_scores_gemma":[0.9977572,0.001192654,0.0001158367,0.0001234974,0.0007557957,0.00001481812,0.000006557439,0.00002032219,0.00001332329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2524033,"threshold_uncertainty_score":0.5458733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026384829241644,"score_gpt":0.2777942942994071,"score_spread":0.2575304460069907,"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."}}