{"id":"W4411657322","doi":"10.51847/chumuni","title":"10.51847/chUMuNI","year":2000,"lang":"en","type":"review","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":"Buccal administration; Drug delivery; Drug; Computer science; Medicine; Pharmacology; Nanotechnology; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002156727,0.001068536,0.0006229049,0.001287035,0.0008538149,0.001644734,0.0009784601,0.001671997,0.8195604],"category_scores_gemma":[0.0004815492,0.0002853106,0.0003639898,0.001466145,0.0004040266,0.001421408,0.001442207,0.001014932,0.8517041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000488888,"about_ca_system_score_gemma":0.0006882482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501693,"about_ca_topic_score_gemma":0.001577358,"domain_scores_codex":[0.9998335,0.00001424976,0.00001116801,0.00005363801,0.00005665681,0.0000307892],"domain_scores_gemma":[0.9997478,0.00003884141,0.00002315002,0.00002264334,0.00008580596,0.0000817468],"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":[0.0001229317,0.0001019817,0.0002976141,0.0009558779,0.00001264861,0.0002420839,0.00006027577,0.0001434815,0.002941673,0.002891341,0.1428688,0.8493612],"study_design_scores_gemma":[0.00001270806,0.00004429946,0.0004439368,0.0002249397,0.00000782434,0.0004817355,0.00002856909,0.00005080921,0.0004798991,0.0003816543,0.9978368,0.000006903554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001644863,0.02663685,0.001335098,0.0009469361,0.001855363,0.0001294761,0.0007438458,0.0006935428,0.966014],"genre_scores_gemma":[0.003811495,0.00873783,0.001133742,0.0008118823,0.0003376289,0.00006871279,0.0005875279,0.00009928206,0.9844119],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1804396,"threshold_uncertainty_score":0.2573751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1269513252857691,"score_gpt":0.4180177891654689,"score_spread":0.2910664638796998,"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."}}