{"id":"W4412245461","doi":"","title":"Development of a patient education program for patients undergoing body contouring after massive weight loss","year":2018,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Body contouring; Contouring; Weight loss; Medicine; Body weight; General surgery; Computer science; Internal medicine; Computer graphics (images); Obesity","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005678954,0.0002722683,0.0004984135,0.0005811403,0.0006547039,0.00001450948,0.0006553221,0.0002351211,0.004876601],"category_scores_gemma":[0.00007946627,0.0003280651,0.0002772117,0.0004934656,0.001511406,0.0001681381,0.0005261982,0.0002696051,0.0005738339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000124361,"about_ca_system_score_gemma":0.0005866966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007762102,"about_ca_topic_score_gemma":0.002083933,"domain_scores_codex":[0.9973477,0.0002254673,0.0003641112,0.0006004205,0.0008025305,0.0006598105],"domain_scores_gemma":[0.9966012,0.000236929,0.0005844733,0.0004944915,0.001862908,0.0002200505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.01138094,0.006868468,0.4618089,0.001047412,0.002978233,0.0002401642,0.3755579,0.000001726849,0.0006818735,0.000809943,0.01146058,0.1271638],"study_design_scores_gemma":[0.005408392,0.001971868,0.04011218,0.0007853576,0.0003121198,0.000005353705,0.9189891,0.00004019429,0.0004449448,0.0004628496,0.03070774,0.0007599616],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788408,0.0001339461,0.0004102772,0.00009218457,0.0001510904,0.001471628,0.0004805092,0.00003082515,0.01838879],"genre_scores_gemma":[0.9842657,0.00002016588,0.007916461,0.00001006861,0.00006323941,0.000004142762,0.00005288146,0.00003532376,0.007632029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5434311,"threshold_uncertainty_score":0.9999171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943799864707884,"score_gpt":0.2814004672920523,"score_spread":0.2619624686449735,"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."}}