{"id":"W102073802","doi":"10.1007/978-0-387-84843-3_27","title":"Illicit drug abuse and renal disease","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Muscle and Compartmental Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Illicit drug; Disease; Heroin; Intensive care medicine; Substance abuse; Drug; Psychiatry; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001359289,0.0002099107,0.0002798365,0.00006975211,0.00004626429,0.000007579134,0.00003952227,0.000065576,0.002592159],"category_scores_gemma":[0.000002009004,0.0001684955,0.000115336,0.000008481116,0.00009781982,0.00002429912,0.00002599948,0.0001460041,0.0002210288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002072408,"about_ca_system_score_gemma":0.00004577408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001886585,"about_ca_topic_score_gemma":0.00002174704,"domain_scores_codex":[0.9992468,0.000002723575,0.0001559457,0.000259838,0.0002081709,0.0001265226],"domain_scores_gemma":[0.9993514,0.00001270799,0.00003929977,0.0002518315,0.00002212075,0.0003226485],"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":[0.0008109732,0.0002428598,0.001758157,0.0004271343,0.0005204799,0.001541328,0.0007631762,7.292979e-7,0.0000453375,0.05054748,0.9159111,0.02743126],"study_design_scores_gemma":[0.0009492119,0.00006251207,0.004170839,0.0002243491,0.000190361,0.00003390819,0.00001678139,0.00001794518,0.000008537925,0.001063179,0.9930179,0.0002444342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01373364,0.003372723,0.000006049333,0.0004937555,0.00005071158,0.0003387922,0.00002180815,0.00007568402,0.9819068],"genre_scores_gemma":[0.01687634,0.006338221,0.00006128085,0.002438293,0.0001264047,0.000007832244,0.0001452016,0.00003969785,0.9739667],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07710686,"threshold_uncertainty_score":0.9983196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01700620304505097,"score_gpt":0.230561644246951,"score_spread":0.2135554412019,"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."}}