{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002201177,0.0005572713,0.0002486766,0.0006432263,0.00134109,0.001640522,0.0009310477,0.001209875,0.074306],"category_scores_gemma":[0.007263689,0.0002803601,0.0004172923,0.0003774653,0.00101387,0.001779346,0.001921605,0.001187031,0.02595661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006404094,"about_ca_system_score_gemma":0.001854481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004262278,"about_ca_topic_score_gemma":0.001111726,"domain_scores_codex":[0.9984437,0.0003655967,0.00008432308,0.0001937674,0.0007105732,0.0002021294],"domain_scores_gemma":[0.9945197,0.001183446,0.0009000519,0.000434409,0.001060863,0.00190165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002166554,0.001791251,0.02567029,0.001378145,0.00002423205,0.001482815,0.007946536,0.0003607033,0.009876566,0.00451773,0.2085363,0.7381988],"study_design_scores_gemma":[0.00005962159,0.002432134,0.02604986,0.001278644,0.00003597633,0.01211474,0.01112035,0.0005449116,0.005415293,0.002657911,0.9382111,0.00007932713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5009692,0.01842928,0.04491451,0.03464255,0.003785224,0.001887412,0.0007318786,0.005999664,0.3886402],"genre_scores_gemma":[0.6095646,0.01334114,0.1177376,0.01849104,0.001721712,0.0007937769,0.001029184,0.001170333,0.2361506],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.074306,"threshold_uncertainty_score":0.2485783,"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."}}