{"id":"W2550579659","doi":"10.1097/dss.0000000000000964","title":"Management of Patient Experience With ATX-101 (Deoxycholic Acid Injection) for Reduction of Submental Fat","year":2016,"lang":"en","type":"letter","venue":"Dermatologic Surgery","topic":"Pain Management and Placebo Effect","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; SKiN Health","funders":"","keywords":"Deoxycholic acid; Medicine; Dermatology; Columbia university; Cosmetic Techniques; Reduction (mathematics); Internal medicine; Bile acid; Media studies; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004841893,0.0003796782,0.0006647363,0.0004278811,0.0001149507,0.00001898296,0.0003094966,0.0002726159,0.00007270578],"category_scores_gemma":[0.0001415583,0.0002722468,0.0002808755,0.0003840894,0.0003144469,0.0002193422,0.0001059014,0.0002412937,0.00001859985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000712311,"about_ca_system_score_gemma":0.00001927224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005013432,"about_ca_topic_score_gemma":2.021513e-7,"domain_scores_codex":[0.996932,0.0006618372,0.0006386555,0.0006913641,0.0005540581,0.0005220387],"domain_scores_gemma":[0.9970798,0.001459243,0.0008320953,0.0005379196,0.00005195393,0.00003898971],"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":[0.0007719296,0.000213644,0.007535465,0.003635837,0.0002418942,0.000980044,0.0005248847,0.00002113044,0.00846938,0.0002531445,0.9210896,0.05626308],"study_design_scores_gemma":[0.000895734,0.000374703,0.0006374323,0.001448962,0.0002049533,0.0005840702,0.0004537297,0.00005886711,0.4575427,0.0004957424,0.5361381,0.001164972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9154286,0.0004654803,0.006939551,0.05497069,0.006367212,0.006313233,0.0002790266,0.0004434727,0.008792741],"genre_scores_gemma":[0.9685812,0.0002132928,0.0001647484,0.02916474,0.0002716866,0.0008714155,0.00008073543,0.00004870563,0.0006034588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4490733,"threshold_uncertainty_score":0.999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0353016645247891,"score_gpt":0.2539936041055459,"score_spread":0.2186919395807568,"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."}}