{"id":"W4386583986","doi":"10.1097/01.eem.0000891108.79870.9e","title":"News","year":2022,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graduation (instrument); Fentanyl; Medicine; Psychology; Family medicine; Engineering; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001650835,0.0002340937,0.0004222064,0.0002026807,0.0002311643,0.000001065817,0.0001692547,0.00003437264,0.09347155],"category_scores_gemma":[0.0001297406,0.0001876996,0.0001453314,0.0006374656,0.00004408435,0.00004066174,0.0001256142,0.0003191511,0.0002654764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001610386,"about_ca_system_score_gemma":0.0001298159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001860069,"about_ca_topic_score_gemma":0.00008471021,"domain_scores_codex":[0.9978514,0.00008431953,0.0005557372,0.0004180543,0.0007209587,0.0003695096],"domain_scores_gemma":[0.9989107,0.00002207521,0.0001189907,0.0006365307,0.00005872842,0.0002530153],"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":[0.0001520873,0.0005844221,0.1062777,0.00006568819,0.0001325724,0.00008718835,0.003074144,0.00001763087,0.001645284,0.0005283154,0.8784098,0.009025118],"study_design_scores_gemma":[0.003039131,0.001864289,0.02982119,0.00002446946,0.0002664993,0.00007334104,0.006583175,0.00006374466,0.00008102333,0.0004972717,0.9574817,0.0002041318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5904853,0.01288498,0.0001551428,0.07011216,0.009107205,0.001663599,0.00002398462,0.000423336,0.3151442],"genre_scores_gemma":[0.8373773,0.004350163,0.0006159627,0.005528239,0.002809996,0.0009020843,0.000580912,0.0001703796,0.1476649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2468919,"threshold_uncertainty_score":0.9073572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03398985764415834,"score_gpt":0.3270336497305031,"score_spread":0.2930437920863447,"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."}}