{"id":"W2567725305","doi":"10.1177/074880680702400207","title":"Building Your Practice with Fillers","year":2007,"lang":"en","type":"article","venue":"The American Journal of Cosmetic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centennial College","funders":"","keywords":"Filler (materials); Liposuction; Medicine; Cannula; Operations management; Surgery; Computer science; Engineering; Materials science; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.005517433,0.0001479863,0.0006650271,0.0003301482,0.00009067501,0.00002557675,0.0001192216,0.00002057637,0.00002673092],"category_scores_gemma":[0.001928041,0.00008233227,0.0002583719,0.0006414472,0.0003557735,0.0001235005,0.00001736062,0.0004424548,0.000006629678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007270492,"about_ca_system_score_gemma":0.0003938931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004718501,"about_ca_topic_score_gemma":7.291432e-7,"domain_scores_codex":[0.9981498,0.0001842694,0.0005654969,0.0001107151,0.0006192456,0.0003705048],"domain_scores_gemma":[0.9917426,0.006183317,0.00108813,0.0002902784,0.0004450167,0.0002507008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01961004,0.0005975066,0.1168799,0.00005558693,0.002063163,0.00828559,0.001888716,0.0001229221,0.005783788,0.000260347,0.03814023,0.8063121],"study_design_scores_gemma":[0.004112638,0.005851505,0.4603052,0.003564226,0.00401612,0.07338968,0.04273413,0.0001181211,0.0113347,0.0003745539,0.392638,0.001561132],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845406,0.0006604032,0.006483398,0.005830218,0.0003661211,0.00006266399,3.865532e-7,0.00002200764,0.002034148],"genre_scores_gemma":[0.9893844,0.0001611771,0.006804377,0.002503102,0.0009798816,7.164709e-7,2.318298e-7,0.00002978065,0.0001363502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.804751,"threshold_uncertainty_score":0.3357413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02252664072875028,"score_gpt":0.308941021572104,"score_spread":0.2864143808433537,"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."}}