{"id":"W2305729143","doi":"10.1080/21623945.2015.1066534","title":"Local fat treatments: classification proposal","year":2015,"lang":"en","type":"article","venue":"Adipocyte","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Action (physics); Reduction (mathematics); Field (mathematics); Psychology; Mathematics","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":[0.004402307,0.001172136,0.001214603,0.005441159,0.002035224,0.004109951,0.003350731,0.002910815,0.007205512],"category_scores_gemma":[0.005960704,0.0002615314,0.002268956,0.003191043,0.004020147,0.003625955,0.001689609,0.004655074,0.006095964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00369718,"about_ca_system_score_gemma":0.005516544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004068943,"about_ca_topic_score_gemma":0.003768508,"domain_scores_codex":[0.9968971,0.000760744,0.0005169208,0.0004004867,0.0010539,0.0003708686],"domain_scores_gemma":[0.9959922,0.0008364245,0.0005025945,0.0002764337,0.001917003,0.0004753375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004733763,0.0003781224,0.01373594,0.002654078,0.00007999493,0.0007882788,0.0009454331,0.002673238,0.001730185,0.2690807,0.1409371,0.5665236],"study_design_scores_gemma":[0.000162411,0.0006895164,0.01418206,0.003734481,0.0002990445,0.006971514,0.001932631,0.00836084,0.001854835,0.1902929,0.7713755,0.0001442703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03954408,0.1616389,0.3224009,0.1322005,0.02794742,0.00587987,0.005810849,0.002033345,0.3025442],"genre_scores_gemma":[0.3222232,0.09681095,0.4204379,0.04298082,0.01756247,0.008724637,0.01753617,0.0008252717,0.07289855],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007205512,"threshold_uncertainty_score":0.02682507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05725002454115002,"score_gpt":0.2959086760208653,"score_spread":0.2386586514797153,"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."}}