{"id":"W2589870858","doi":"10.1177/229255030000800301","title":"Current Status of Suction Lipectomy in Canada: A Cross-Sectional Survey of Plastic Surgeons","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Liposuction; Seroma; Surgery; Complication; Plastic surgery; Suction; Hematoma; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000596143,0.0002010362,0.0002079335,0.001193943,0.001506308,0.0008441496,0.0006564776,0.0004547382,0.002260131],"category_scores_gemma":[0.002555586,0.0003134981,0.000275288,0.003409624,0.0007187085,0.0003915297,0.0006737512,0.0005000214,0.0002501798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01123183,"about_ca_system_score_gemma":0.01514033,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9696801,"about_ca_topic_score_gemma":0.9701704,"domain_scores_codex":[0.9989033,0.00007717025,0.00009342535,0.0001031461,0.0005215298,0.0003014002],"domain_scores_gemma":[0.9956956,0.0003082663,0.001150584,0.00005871831,0.00146322,0.001323601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002287076,0.00002190736,0.9966367,0.00002956364,0.00001130416,0.00005559802,0.0004645823,0.00003669233,0.0001029458,0.00002084284,0.0004936844,0.002103329],"study_design_scores_gemma":[0.00000235873,0.00002631578,0.9979601,0.0000191951,0.000004700514,0.00006584353,0.001357612,0.00009581611,0.0000194903,0.000005737711,0.0004379212,0.000004889337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949498,0.0004970158,0.00004087504,0.0006368312,0.000007128369,0.00002737409,0.002117558,0.000008961108,0.001714442],"genre_scores_gemma":[0.9980007,0.000618176,0.00008290364,0.0002140105,0.000006265637,0.00001321139,0.0007210587,0.000002459331,0.0003410641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03031993,"threshold_uncertainty_score":0.08149308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03477120661411373,"score_gpt":0.2562328096844514,"score_spread":0.2214616030703377,"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."}}