{"id":"W4241554388","doi":"10.1177/229255030201000209","title":"Tumescent Liposuction: A Plastic Surgeon's Perspective","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Liposuction; Medicine; Perspective (graphical); Plastic surgery; General surgery; Surgery; Artificial intelligence; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0022968,0.001288986,0.001437598,0.002103019,0.003245934,0.004353757,0.002116568,0.01693518,0.01247701],"category_scores_gemma":[0.005241529,0.0006095472,0.001396763,0.001372701,0.004079091,0.006223808,0.001470033,0.0127301,0.002582086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003328168,"about_ca_system_score_gemma":0.003065676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005560528,"about_ca_topic_score_gemma":0.02628914,"domain_scores_codex":[0.9989397,0.0001899815,0.0001754525,0.0002158572,0.000282209,0.0001967966],"domain_scores_gemma":[0.9955512,0.001570846,0.0003201225,0.00008657717,0.001252065,0.001219194],"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":[0.001130816,0.001091746,0.0119362,0.004057777,0.0002955291,0.1406038,0.001390479,0.001958286,0.003825467,0.08649998,0.4162932,0.3309167],"study_design_scores_gemma":[0.0002984659,0.001286823,0.01039452,0.004164271,0.0002755819,0.1786332,0.006153301,0.001259134,0.001106297,0.04213652,0.7539245,0.0003673737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009408452,0.3262906,0.001985727,0.5884762,0.03421283,0.00003082487,0.0001886742,0.00007486191,0.03933177],"genre_scores_gemma":[0.1019606,0.4783435,0.003946617,0.2038145,0.1928805,0.00004247485,0.0001168207,0.00005634102,0.01883852],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01693518,"threshold_uncertainty_score":0.04173976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02665643616841608,"score_gpt":0.2142166163286296,"score_spread":0.1875601801602136,"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."}}