{"id":"W2969654749","doi":"10.1097/dss.0000000000002086","title":"Retention Rates Among Patients Undergoing Multimodal Facial Rejuvenation Treatment Versus a Single Monotherapy in Cosmetic Dermatology Practices","year":2019,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Rejuvenation; Dermatology; Cosmetic Techniques; Facial rejuvenation; Intense pulsed light; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001367426,0.0001200323,0.0003159465,0.0008030652,0.0004624254,0.0005022177,0.0002771076,0.0004082845,0.002409057],"category_scores_gemma":[0.004310693,0.0001380328,0.0007096403,0.000714226,0.0002709559,0.000582388,0.0004727188,0.0004083071,0.0002207236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005544032,"about_ca_system_score_gemma":0.0005170975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002236962,"about_ca_topic_score_gemma":0.00285935,"domain_scores_codex":[0.9987794,0.0002485808,0.0001752203,0.0002166059,0.00037995,0.0002002289],"domain_scores_gemma":[0.9966511,0.0008478945,0.001883978,0.0001119407,0.0002319419,0.0002731208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003165346,0.0001015196,0.9925975,0.00003956281,0.00004864796,0.000116926,0.0002561482,0.00002859697,0.0002195725,0.00001260917,0.0001048629,0.006157472],"study_design_scores_gemma":[0.0000178288,0.0009782426,0.9954718,0.00005130346,0.00008790454,0.001309003,0.001230492,0.0002809302,0.0002750657,0.00002345837,0.0002631161,0.00001087753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991441,0.000435196,0.00005249005,0.00002797099,0.000003666796,0.00001493329,0.00008494606,0.000002134939,0.0002344944],"genre_scores_gemma":[0.9996821,0.0001067657,0.00003914004,0.0000168617,0.000005322123,0.000009994021,0.00006558118,9.97015e-7,0.00007317708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002409057,"threshold_uncertainty_score":0.008059144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06159664917796426,"score_gpt":0.3183104289630094,"score_spread":0.2567137797850451,"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."}}