{"id":"W4406574376","doi":"10.1016/s1762-0953(22)41725-0","title":"10.1016/s1762-0953(22)41725-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology; Humanities; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001010058,0.00281377,0.001627285,0.003250397,0.002311358,0.003118441,0.003177639,0.005061273,0.9898437],"category_scores_gemma":[0.001742546,0.0008514366,0.001654634,0.002357685,0.001546065,0.004655221,0.003631006,0.002693554,0.9912929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009942349,"about_ca_system_score_gemma":0.001130419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003982357,"about_ca_topic_score_gemma":0.003630884,"domain_scores_codex":[0.9992796,0.00005522388,0.00006557835,0.0002424256,0.0002004548,0.0001567363],"domain_scores_gemma":[0.9975961,0.0006316456,0.0001353652,0.0002600833,0.000491494,0.0008853771],"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":[0.0003284535,0.0002458695,0.0009258789,0.0005880179,0.00003673016,0.0002650406,0.00009979705,0.0004050579,0.001829076,0.004800922,0.3433929,0.6470823],"study_design_scores_gemma":[0.00005661636,0.0001203273,0.0008490968,0.0002949731,0.00001379318,0.0004411186,0.00009638834,0.00019676,0.0003520367,0.0005905133,0.9969648,0.00002362328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003497449,0.0003173265,0.0006321723,0.0002591119,0.0002756725,0.00008465625,0.0004827133,0.0007933498,0.9968053],"genre_scores_gemma":[0.0005653016,0.0001839608,0.0004419104,0.0002121768,0.0000874933,0.00005398754,0.0003724218,0.0001804331,0.9979024],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01015627,"threshold_uncertainty_score":0.01448661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006377205868625024,"score_gpt":0.1813788139880775,"score_spread":0.1750016081194525,"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."}}