{"id":"W2766892801","doi":"10.1016/j.det.2017.09.007","title":"Noninvasive Body Contouring","year":2017,"lang":"en","type":"review","venue":"Dermatologic Clinics","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Contouring; Medicine; Body contouring; Modality (human–computer interaction); Medical physics; Pathology; Artificial intelligence","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":[0.0004284012,0.0009429739,0.001144468,0.002242793,0.0002608178,0.001065781,0.0006511323,0.0008994811,0.006407077],"category_scores_gemma":[0.001203379,0.000344601,0.0006515019,0.001293167,0.0006804911,0.001613638,0.0009857763,0.001788228,0.002149911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002948478,"about_ca_system_score_gemma":0.00069652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005378779,"about_ca_topic_score_gemma":0.001287665,"domain_scores_codex":[0.9997454,0.00004323362,0.00004225596,0.00005929036,0.00008824075,0.00002149955],"domain_scores_gemma":[0.9995496,0.0002603094,0.00008111134,0.00002184779,0.00005766781,0.00002943985],"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":[0.00005565041,0.00006107213,0.0003013329,0.01136831,0.00007671067,0.000362907,0.0000342729,0.0001502802,0.001490046,0.0008097165,0.01329052,0.9719991],"study_design_scores_gemma":[0.00007359936,0.000217586,0.003777996,0.01025084,0.0006038824,0.01618072,0.0001375765,0.0003725932,0.002489444,0.002133045,0.9636849,0.00007786678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002960729,0.9964367,0.0005331442,0.0001741264,0.0002330363,0.00000912408,0.00002000093,0.00001604299,0.002281704],"genre_scores_gemma":[0.004410673,0.9910288,0.001024646,0.0008131954,0.000584763,0.00001791886,0.00008357579,0.000009251247,0.002027047],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006407077,"threshold_uncertainty_score":0.02143383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2558506466804136,"score_gpt":0.4604864046075975,"score_spread":0.204635757927184,"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."}}