{"id":"W2323163454","doi":"10.1097/sap.0b013e3182834b88","title":"Thigh Laxity After Massive Weight Loss","year":2013,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Visual analogue scale; Prospective cohort study; Population; Thigh; Blindness; Quality of life (healthcare); Surgery; Physical therapy; Optometry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003691824,0.00019116,0.0005976695,0.0002244661,0.00003674661,0.00001704864,0.00005870994,0.0001355689,0.002507592],"category_scores_gemma":[0.001568466,0.0001522959,0.0004145433,0.0001862388,0.0001407757,0.0001553891,0.00004020205,0.0001825618,0.0005009542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009785992,"about_ca_system_score_gemma":0.0001609237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001266757,"about_ca_topic_score_gemma":0.000002484117,"domain_scores_codex":[0.9984451,0.00006370353,0.0004571632,0.0002553907,0.0003494902,0.0004291513],"domain_scores_gemma":[0.9954135,0.003474078,0.0001500143,0.0003426755,0.0003660302,0.0002536783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002190959,0.0001566311,0.7071676,0.0001393194,0.0001694219,0.0002162996,0.00005127192,0.000001426866,0.0002721733,0.00006112256,0.2900937,0.001451849],"study_design_scores_gemma":[0.000190409,0.00004373897,0.9865673,0.0004168068,0.00004940774,0.000009998795,0.00002240521,0.00006488586,0.002993853,0.0002131504,0.009237322,0.0001907868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951854,0.0006259349,0.00005290446,0.001201878,0.00128759,0.0001135371,0.0000152624,0.00006720898,0.001450329],"genre_scores_gemma":[0.996879,0.0001851081,0.00002673444,0.0009228994,0.0007628615,0.00004639066,0.00001457489,0.00002588406,0.001136483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2808564,"threshold_uncertainty_score":0.9984043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03657426407270473,"score_gpt":0.2660298089170005,"score_spread":0.2294555448442958,"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."}}