{"id":"W2520700575","doi":"10.1097/dss.0000000000000813","title":"Commentary on Overview of ATX-101 (Deoxycholic Acid Injection)","year":2016,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deoxycholic acid; Chemistry; Medicine; Internal medicine; Bile acid","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003968014,0.0001873372,0.000677417,0.0002578944,0.00006187522,0.000004348061,0.00006955658,0.0001355885,0.0003578538],"category_scores_gemma":[0.0003265624,0.0001162067,0.0003263393,0.000227375,0.0001165961,0.00008546995,0.0000377878,0.0001313437,0.0001691462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000549108,"about_ca_system_score_gemma":0.00006448525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002957762,"about_ca_topic_score_gemma":0.000001751244,"domain_scores_codex":[0.9985227,0.0001534406,0.0004873316,0.0002577071,0.0002582951,0.0003205326],"domain_scores_gemma":[0.9979836,0.001175221,0.000171489,0.0004684489,0.00006887908,0.0001323107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001558728,0.0002331096,0.5380355,0.0001356788,0.00009073238,0.0002216334,0.00003127985,1.840746e-7,0.001139823,0.0001382074,0.4322504,0.0275676],"study_design_scores_gemma":[0.002414772,0.0002721415,0.489408,0.003478716,0.0001881167,0.001553672,0.0001198727,0.00001383516,0.08661593,0.0005861971,0.4145588,0.0007899515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723225,0.001576493,0.0000459617,0.02038133,0.0008875641,0.0001472097,0.00001090902,0.0001724292,0.004455629],"genre_scores_gemma":[0.9799192,0.000863795,0.00002985397,0.01860033,0.0002733243,0.00002100039,0.00001489382,0.00001949813,0.0002580828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08547612,"threshold_uncertainty_score":0.4738774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06369806111393045,"score_gpt":0.2971334512176793,"score_spread":0.2334353901037488,"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."}}