{"id":"W2118618378","doi":"","title":"Characterization and evaluation of novel film forming polymer for drug delivery.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Plasticizer; Materials science; Coating; Solubility; Extrusion; Chemical engineering; Dispersity; Pellets; Polymer; Glass transition; Film coating; Drug delivery; Composite material; Polymer chemistry; Nuclear chemistry; Organic chemistry; Chemistry; Nanotechnology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001967539,0.0001014258,0.0001602532,0.00007906921,0.0001046589,0.000007369174,0.00008695608,0.0001288394,0.00009964318],"category_scores_gemma":[0.00006488787,0.0001015917,0.00004939451,0.0000801697,0.00007062215,0.0002270569,0.00003123239,0.00009370696,0.00000313087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003170854,"about_ca_system_score_gemma":0.00003529936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005579125,"about_ca_topic_score_gemma":0.00002474577,"domain_scores_codex":[0.9989915,0.0001381426,0.0002810055,0.0001767483,0.0001437721,0.0002688615],"domain_scores_gemma":[0.9992769,0.0001177356,0.0001835289,0.00009532859,0.0002197889,0.000106765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001115125,0.0008402072,0.02303137,0.0003370073,0.0003831499,9.106855e-7,0.009174817,0.00003658998,0.05950975,0.002241368,0.0007291363,0.9026006],"study_design_scores_gemma":[0.009775957,0.00008179707,0.3483345,0.00002870847,0.001158099,0.00002075685,0.0007598642,0.08240733,0.5289293,0.0003445081,0.02759156,0.0005676571],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935866,0.0003714205,0.0008740698,0.00007458712,0.0008267732,0.001553231,0.0001403914,0.00002876625,0.002544152],"genre_scores_gemma":[0.9974011,0.0000343742,0.00006608634,0.0002804003,0.000112288,0.00126557,0.00006356201,0.00001142957,0.0007652518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9020329,"threshold_uncertainty_score":0.414279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2501331099323819,"score_gpt":0.376137779741461,"score_spread":0.1260046698090791,"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."}}