{"id":"W2343376190","doi":"10.1097/gox.0000000000000677","title":"Patient Expectations of Bariatric and Body Contouring Surgery","year":2016,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University; National Cancer Institute; Odense Universitetshospital; Memorial Sloan-Kettering Cancer Center; Plastic Surgery Foundation","keywords":"Body contouring; Medicine; General surgery; Surgery; Obesity; Weight loss; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004416321,0.0002604318,0.001022152,0.0002570443,0.0001148889,0.00005061779,0.0000939516,0.0001131264,0.0002370211],"category_scores_gemma":[0.003532365,0.0001909204,0.0002391828,0.0003854436,0.0002799242,0.0003689452,0.0001774325,0.00009351144,0.00002517586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001646722,"about_ca_system_score_gemma":0.0006316299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002272244,"about_ca_topic_score_gemma":0.00001919402,"domain_scores_codex":[0.997834,0.000152715,0.0007975827,0.000497372,0.00029379,0.0004244905],"domain_scores_gemma":[0.9923999,0.006302496,0.0003844542,0.0003106063,0.000290261,0.0003122732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005584167,0.0001075534,0.8886939,0.00006185153,0.0002692849,0.00009431619,0.00006133694,3.498017e-7,0.000576476,0.0007578469,0.002959901,0.1058587],"study_design_scores_gemma":[0.001626388,0.0001587327,0.9875705,0.002024797,0.0003244605,0.000887676,0.001012689,0.00004031112,0.003001435,0.001484494,0.001194396,0.0006741423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922232,0.0004503421,0.0004076127,0.0002377789,0.001349447,0.0003818529,0.0001848386,0.00005147361,0.004713425],"genre_scores_gemma":[0.9989645,0.0001148019,0.0005829292,0.00003522225,0.0001658713,0.00004424947,0.00001049321,0.00001975297,0.00006219328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1051846,"threshold_uncertainty_score":0.7785507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898855303865408,"score_gpt":0.2538345296179116,"score_spread":0.2348459765792575,"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."}}