{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000632809,0.0001695525,0.0001842534,0.0002777897,0.001343527,0.0006576443,0.0002642673,0.00009716913,0.002325566],"category_scores_gemma":[0.001104538,0.000150694,0.0001194432,0.0005699931,0.0001302094,0.0003647975,0.0002070886,0.0002895316,0.003306284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002118521,"about_ca_system_score_gemma":0.00001228637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001077151,"about_ca_topic_score_gemma":0.000001256253,"domain_scores_codex":[0.9985248,0.00007200158,0.0002270733,0.0004385836,0.0002960816,0.0004414026],"domain_scores_gemma":[0.998866,0.00006261902,0.00003982602,0.0004102531,0.0003832209,0.0002380338],"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":[0.0004179413,0.001556694,0.00006658406,0.001624869,0.0002537629,0.0002014088,0.003424815,0.00008127112,0.08514386,0.006860714,0.7245611,0.175807],"study_design_scores_gemma":[0.000793779,0.002323789,0.00165251,0.0002033989,0.000122816,0.0006683707,0.0006427496,0.01774235,0.001529738,0.0001453885,0.9739554,0.0002197414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5254076,0.001176393,0.1382923,0.01723826,0.002076739,0.012171,0.004921161,0.01519065,0.2835259],"genre_scores_gemma":[0.9877641,0.00005347193,0.0006907008,0.0001939891,0.0006566592,6.105881e-7,0.004760216,0.001372191,0.004508068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4623565,"threshold_uncertainty_score":0.9999566,"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."}}