{"id":"W4403113288","doi":"","title":"Enhancing Bioavailability: Advances in Oral Isotretinoin Formulations.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Bioavailability; Isotretinoin; Chemistry; Pharmacology; Medicine; Dermatology; Acne","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":[0.001396581,0.0004922649,0.0004029223,0.0009414205,0.0002080709,0.0008131089,0.000480937,0.000756599,0.002728002],"category_scores_gemma":[0.0009617332,0.0002571927,0.0004932793,0.0005128786,0.0003448353,0.001240186,0.000643386,0.001975373,0.0009263195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005662382,"about_ca_system_score_gemma":0.0004871178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001197111,"about_ca_topic_score_gemma":0.001662038,"domain_scores_codex":[0.9995682,0.00009170391,0.00003609715,0.00006998649,0.00020221,0.00003182374],"domain_scores_gemma":[0.9993715,0.0002087164,0.0001525953,0.00003049588,0.0001817133,0.00005503788],"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":[0.000416262,0.0005144225,0.0007293151,0.004136668,0.00008222302,0.0005215383,0.0002650818,0.0008972296,0.1954237,0.006389997,0.007336118,0.7832873],"study_design_scores_gemma":[0.0002072797,0.004204224,0.005580287,0.00127131,0.0002522244,0.005840559,0.0002380076,0.003901861,0.2111556,0.004993875,0.7622482,0.0001066331],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04940679,0.8846513,0.03432475,0.01152719,0.001206743,0.0002298743,0.0002692855,0.0003262055,0.01805773],"genre_scores_gemma":[0.2116264,0.7020859,0.06806412,0.003563434,0.001499703,0.000210263,0.0004287512,0.0001241303,0.0123974],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002728002,"threshold_uncertainty_score":0.009126127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550370605742555,"score_gpt":0.2733395862729545,"score_spread":0.2578358802155289,"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."}}