{"id":"W4389624765","doi":"10.5530/ptb.2023.9.8","title":"Drug Review: Eflapegrastim","year":2023,"lang":"en","type":"article","venue":"Pharmacology Toxicology and Biomedical Reports","topic":"Cytokine Signaling Pathways and Interactions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Formulary; Drug; Pharmacology; Medicine; Political science","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":[0.0006766254,0.0001461031,0.0004093844,0.0002155508,0.0001364767,0.000004178848,0.00004320269,0.000149621,0.003993672],"category_scores_gemma":[0.0004138014,0.0001124631,0.0001019345,0.0004426061,0.0004116341,0.00003953998,0.00009558231,0.000409571,0.0002140041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002890406,"about_ca_system_score_gemma":0.0001889791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008562404,"about_ca_topic_score_gemma":0.000001539207,"domain_scores_codex":[0.9985175,0.0000767203,0.0004740845,0.0003887601,0.0001826681,0.0003603423],"domain_scores_gemma":[0.9990439,0.0002367642,0.0001308842,0.0001394739,0.00008448031,0.0003644999],"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":[0.00005711167,0.0002281241,0.001934953,0.0002599717,0.0001278194,0.006075493,0.00003071954,1.86781e-7,0.3249371,0.00003261513,0.6587798,0.0075361],"study_design_scores_gemma":[0.0009178625,0.0005269051,0.01515038,0.0003276196,0.0005455347,0.009661714,0.00002840771,0.0002036591,0.02707624,0.0004116393,0.9449626,0.0001874552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8886108,0.006252904,0.00008323422,0.09443112,0.004341403,0.0008055951,0.00001406001,0.0005555287,0.004905337],"genre_scores_gemma":[0.962676,0.01028781,0.000142023,0.02305893,0.0006444332,0.0001307765,0.000147654,0.00002011728,0.002892227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2978609,"threshold_uncertainty_score":0.9969168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535906719420984,"score_gpt":0.3662064435381662,"score_spread":0.3408473763439564,"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."}}