{"id":"W2603392745","doi":"10.1097/tp.0000000000001671","title":"The Opioid Crisis and Its Consequences","year":2017,"lang":"en","type":"article","venue":"Transplantation","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opioid; Medicine; Intensive care medicine; Internal medicine; Receptor","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":[],"consensus_categories":[],"category_scores_codex":[0.00005213355,0.00005274667,0.00006204421,0.00001191478,0.0003887329,0.00005293171,0.00004468382,0.00002237384,0.00001137342],"category_scores_gemma":[0.00001142764,0.0000327937,0.0000169139,0.00000927053,0.00005918883,0.00007378219,0.000002490304,0.00003417701,0.00002216905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007384496,"about_ca_system_score_gemma":0.0000280991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001148151,"about_ca_topic_score_gemma":0.00005361089,"domain_scores_codex":[0.9996659,0.000009847435,0.00006990984,0.0000899887,0.00008628496,0.00007803993],"domain_scores_gemma":[0.9997338,0.0000339999,0.00003614492,0.0001375194,0.00002500158,0.00003353765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004877562,0.0006612637,0.6584412,0.003303327,0.001202165,0.001123337,0.06275977,0.000008304171,0.06838759,0.07016999,0.003304449,0.125761],"study_design_scores_gemma":[0.002382574,0.0001855106,0.9541849,0.0001007646,0.0003507707,0.0001217322,0.0008137807,0.00008363472,0.03881663,0.001775833,0.001084204,0.00009968904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923,0.001170979,0.00003383476,0.004142093,0.00008801739,0.0002145883,0.00001431238,0.00002114899,0.002015008],"genre_scores_gemma":[0.9917746,0.007781738,0.00008677176,0.0001049694,0.00002099376,0.00002001842,0.00001794381,0.000004598563,0.0001883712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2957436,"threshold_uncertainty_score":0.2989859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276281696090057,"score_gpt":0.3074033597493567,"score_spread":0.2846405427884562,"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."}}