{"id":"W2328867049","doi":"10.1097/prs.0b013e3182a58afb","title":"Cocaine-Induced Full-Thickness Tissue Necrosis","year":2013,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stimulant; Addiction; Retrospective cohort study; Substance abuse; Soft tissue; Medical record; Emergency medicine; Surgery; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002514266,0.0003954968,0.0008334533,0.0005426588,0.0001992154,0.00006905467,0.0001014179,0.0002707169,0.0008884483],"category_scores_gemma":[0.003190377,0.000370926,0.0002544904,0.0006288867,0.0002672179,0.0004799196,0.00006327382,0.0005981173,0.002825923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002771944,"about_ca_system_score_gemma":0.0005516092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000456521,"about_ca_topic_score_gemma":0.0000272568,"domain_scores_codex":[0.9975697,0.000104827,0.0006212075,0.0006196284,0.0004108813,0.0006737489],"domain_scores_gemma":[0.9937229,0.004513868,0.0002604017,0.000501102,0.0005057164,0.0004960035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000705352,0.0003616706,0.03285536,0.0002214215,0.0006322556,0.0002042725,0.0003044054,0.000009791607,0.5528525,0.000435696,0.002545259,0.4095069],"study_design_scores_gemma":[0.003382557,0.0002123534,0.8806988,0.001786699,0.001138755,0.01917647,0.004491242,0.00106943,0.06619635,0.002409724,0.01701591,0.002421679],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971496,0.00003702005,0.0008618597,0.0005246705,0.004078652,0.0006420537,0.0000282057,0.0002841195,0.02204741],"genre_scores_gemma":[0.9967771,0.0000244542,0.001600934,0.0001626,0.000450048,0.0001887318,0.00004381291,0.00007374435,0.0006785706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8478435,"threshold_uncertainty_score":0.9998743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670354868470114,"score_gpt":0.2636007648103649,"score_spread":0.2368972161256638,"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."}}