{"id":"W3175380274","doi":"10.18433/jpps31639","title":"Should Codeine Still be Considered a WHO Essential Medicine?","year":2021,"lang":"en","type":"article","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Codeine; Analgesic; Morphine; Medicine; Opioid; Pharmacology; Propoxyphene; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002555338,0.0002379426,0.0006557425,0.000284939,0.000270459,0.00009262779,0.0004092774,0.000085216,0.008806407],"category_scores_gemma":[0.001185176,0.0001566196,0.0002692262,0.001252097,0.001650119,0.0004517959,0.0001336635,0.00136604,0.00003063702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008038316,"about_ca_system_score_gemma":0.00155836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001242153,"about_ca_topic_score_gemma":0.000002690901,"domain_scores_codex":[0.9953488,0.0004196951,0.0009591174,0.0003734299,0.002259369,0.0006395728],"domain_scores_gemma":[0.996923,0.0005996226,0.0002728844,0.0001723742,0.0009852613,0.0010468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002167083,0.0009971657,0.01464275,0.0002664523,0.000612052,0.01098783,0.0007968008,0.0001905664,0.8529261,0.001818503,0.05633666,0.058258],"study_design_scores_gemma":[0.008199422,0.0006709239,0.0007186704,0.0003327954,0.0005719945,0.004000993,0.0006044232,0.005478201,0.3065011,0.0002832644,0.6724221,0.0002161166],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8498054,0.0194459,0.0004241839,0.1121437,0.001414726,0.0003023263,0.00000928598,0.00004148526,0.01641295],"genre_scores_gemma":[0.9828057,0.003662426,0.0003529475,0.0109839,0.001334227,0.000002975301,0.000001613813,0.00001690723,0.000839256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6160855,"threshold_uncertainty_score":0.9920997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2635727084162313,"score_gpt":0.5080423635764004,"score_spread":0.2444696551601691,"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."}}