{"id":"W6967506137","doi":"10.5281/zenodo.11423268","title":"DISSOLUTION TEST FOR SOLID ORAL DOSAGE FORMS: MORE THAN JUST A TEST, AN ART","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Intramuscular injections and effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Dosage form; Dissolution; Immediate release; Pharmaceutical technology; Test (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004342005,0.001092276,0.001593078,0.002589316,0.0006126092,0.00222448,0.001098113,0.002028874,0.009207887],"category_scores_gemma":[0.00855346,0.0006251051,0.0007889749,0.001640503,0.001731427,0.002754729,0.001359103,0.002369489,0.008689156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004841439,"about_ca_system_score_gemma":0.001154152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009137527,"about_ca_topic_score_gemma":0.001202883,"domain_scores_codex":[0.9881014,0.001748889,0.0008292346,0.0007443241,0.008359675,0.0002165973],"domain_scores_gemma":[0.995142,0.001798082,0.0005798021,0.0005499456,0.001707498,0.0002228518],"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":[0.002289955,0.0007448716,0.006111775,0.007105828,0.0003743889,0.001197941,0.0007169169,0.000468338,0.425801,0.008635106,0.07498154,0.4715723],"study_design_scores_gemma":[0.0002894489,0.003080033,0.0107789,0.001033842,0.0003606437,0.007334508,0.0007480241,0.003125155,0.4381137,0.004185269,0.5306712,0.0002793409],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1186594,0.31466,0.2987019,0.02385272,0.01545169,0.006106237,0.008484457,0.004756458,0.2093272],"genre_scores_gemma":[0.3332894,0.1607491,0.3289489,0.006265558,0.0031879,0.00158288,0.008801563,0.001412018,0.1557627],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009207887,"threshold_uncertainty_score":0.03080338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03414889261925613,"score_gpt":0.3072688063103853,"score_spread":0.2731199136911291,"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."}}