{"id":"W4411657336","doi":"10.51847/co3iyet","title":"10.51847/CO3IYeT","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Levonorgestrel; Drug delivery; Drug; Medicine; Pharmacology; Materials science; Nanotechnology; Population; Family planning; Research methodology","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":["insufficient_payload"],"category_scores_codex":[0.0003155884,0.000208065,0.0002448368,0.00008126047,0.0001636479,0.00001514606,0.0003115895,0.0002080168,0.9960872],"category_scores_gemma":[0.00003720904,0.0002140225,0.00007545225,0.0002424409,0.00007286703,0.0001205213,0.00004953653,0.0003493019,0.9929226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006828221,"about_ca_system_score_gemma":0.00003265863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008030593,"about_ca_topic_score_gemma":1.848141e-7,"domain_scores_codex":[0.9985399,0.0002438352,0.0002820191,0.0003223906,0.0001442604,0.0004675455],"domain_scores_gemma":[0.9990866,0.0001853668,0.00004730184,0.0002887857,0.00005819767,0.0003337738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003584366,0.0001019388,0.000002972328,0.000008694623,0.00005733268,0.00003407447,0.00005582198,0.003210486,0.001083013,0.000004502919,0.1150273,0.8800554],"study_design_scores_gemma":[0.0005885562,0.0001188412,0.00001913367,0.000007700925,0.00003961275,0.00003152854,0.000002498148,0.001336845,0.0004994514,0.000005090315,0.9970948,0.0002559388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007064323,0.0002512856,0.000003656951,0.0004243137,0.000037818,0.0004152572,0.00006933077,0.0002821975,0.9914518],"genre_scores_gemma":[0.003787204,0.000003041826,0.0001065824,0.0008159523,0.0003551486,0.00005542776,0.00002604204,0.00003662673,0.994814],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8820675,"threshold_uncertainty_score":0.8727584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04820455868038855,"score_gpt":0.3466982705616404,"score_spread":0.2984937118812519,"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."}}