{"id":"W1965659204","doi":"10.1016/j.cps.2009.01.001","title":"Commentary on “Laser-Assisted Liposuction”","year":2009,"lang":"en","type":"article","venue":"Clinics in Plastic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Red Deer Regional Hospital","funders":"","keywords":"Liposuction; Medicine; Cannula; Surgery; Blood loss; Body contouring; Adipose tissue; Blood supply; Plastic surgery; Surgical procedures","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":[0.006152041,0.001169931,0.002052418,0.001285376,0.005517308,0.003769849,0.004355588,0.07976413,0.006798974],"category_scores_gemma":[0.04045181,0.00112626,0.002620136,0.001377334,0.006108226,0.003955195,0.003035838,0.0741271,0.003912989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005068862,"about_ca_system_score_gemma":0.006074297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01186797,"about_ca_topic_score_gemma":0.02009472,"domain_scores_codex":[0.992799,0.001893422,0.0009806249,0.001075712,0.002317271,0.0009338087],"domain_scores_gemma":[0.9771835,0.01540862,0.001283261,0.0004242432,0.004054086,0.001646326],"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":[0.00005049761,0.000009491994,0.00009205762,0.0001485972,0.00002030182,0.0003890075,0.0001104374,0.00003790137,0.0001061283,0.002801876,0.9929693,0.00326426],"study_design_scores_gemma":[0.0001292579,0.00003974578,0.0009410568,0.001002904,0.00009228877,0.0009121057,0.000356215,0.0001177353,0.0002601443,0.003907728,0.9921691,0.00007176943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001775086,0.003441287,0.00009183458,0.8975165,0.09669085,0.00000747321,0.00004961759,0.00001266726,0.002012173],"genre_scores_gemma":[0.001443256,0.001048412,0.00007588471,0.923041,0.07218966,0.00002390443,0.00001865496,0.00001151859,0.002147673],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07976413,"threshold_uncertainty_score":0.03677738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0394243477048653,"score_gpt":0.3084197158291658,"score_spread":0.2689953681243005,"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."}}