{"id":"W2322332946","doi":"10.14227/dt110404p13","title":"A New Crescent-shaped Spindle for Drug Dissolution Testing—But Why a New Spindle?","year":2004,"lang":"en","type":"article","venue":"Dissolution Technologies","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Banting Research Foundation; Health Canada","funders":"","keywords":"Dissolution testing; Drug; Chemistry; Medicine; Pharmacology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000597018,0.0005024405,0.0005419066,0.0003324513,0.0007580444,0.00009815112,0.0007828237,0.0009131519,0.0001254893],"category_scores_gemma":[0.001289756,0.0005029741,0.000279598,0.0007962455,0.0003515038,0.0004374913,0.0002592098,0.0008707495,0.0003685174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004381781,"about_ca_system_score_gemma":0.0004912881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227674,"about_ca_topic_score_gemma":0.0003131806,"domain_scores_codex":[0.9969478,0.0001117674,0.0007300641,0.0007903067,0.0003065988,0.001113466],"domain_scores_gemma":[0.9982802,0.0002496702,0.0003940526,0.0005566581,0.0002116845,0.0003076829],"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":[0.002944684,0.00257419,0.01325676,0.0009173183,0.0009911907,0.0001044671,0.003712278,0.005901628,0.1606297,0.1020669,0.3808978,0.3260031],"study_design_scores_gemma":[0.01572876,0.00146326,0.006353777,0.0005990428,0.0007093794,0.0001875393,0.006465429,0.00964513,0.1428555,0.1058174,0.7076063,0.002568543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5783328,0.01149575,0.3313836,0.04459566,0.00777036,0.006897728,0.0005588646,0.01339953,0.005565689],"genre_scores_gemma":[0.9827807,0.000206094,0.01075355,0.0007452237,0.000479348,0.0002221998,0.0001122674,0.00005895939,0.004641639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4044479,"threshold_uncertainty_score":0.9997422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1263022082340931,"score_gpt":0.3902267033244497,"score_spread":0.2639244950903565,"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."}}