{"id":"W2002771489","doi":"10.1002/lsm.22007","title":"Application of Low‐Level Laser Therapy for Noninvasive Body Contouring","year":2012,"lang":"en","type":"article","venue":"Lasers in Surgery and Medicine","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Red Deer Polytechnic; University of Calgary","funders":"","keywords":"Medicine; Low level laser therapy; Body contouring; Waist; Contouring; Reduction (mathematics); Nuclear medicine; Surgery; Laser therapy; Internal medicine; Body mass index; Laser; Weight loss","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":[],"consensus_categories":[],"category_scores_codex":[0.001141929,0.0001425152,0.0005837469,0.0002070458,0.00004098718,0.00000193502,0.00003085076,0.00009906964,0.00002630169],"category_scores_gemma":[0.0004057659,0.0001095567,0.00008385103,0.0001618952,0.0001386363,0.00008915141,0.00001022811,0.0001113602,0.000001341028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001957556,"about_ca_system_score_gemma":0.00005936289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000143736,"about_ca_topic_score_gemma":0.00001672837,"domain_scores_codex":[0.9989078,0.00003606558,0.0003974598,0.0001778487,0.0001650757,0.000315731],"domain_scores_gemma":[0.9981014,0.001302405,0.0001310198,0.0001992724,0.00008484045,0.0001810741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001080822,0.0003206072,0.9303235,0.0005088061,0.00008911715,0.00001731238,0.0008866121,0.000002444498,0.01632183,0.0002809457,0.005393412,0.04477459],"study_design_scores_gemma":[0.009616726,0.0004290854,0.801948,0.002669743,0.0001732493,0.00009310954,0.001581706,0.0004808548,0.1478997,0.0003788531,0.03419856,0.0005304074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944192,0.00190337,0.001036807,0.001055256,0.0004018308,0.0004706388,0.00001097634,0.00002731069,0.0006746461],"genre_scores_gemma":[0.9968947,0.0008279378,0.0001534243,0.0007287174,0.0008923679,0.00009342741,0.00005548908,0.00002018178,0.0003337924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1315778,"threshold_uncertainty_score":0.4467594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04041667824472053,"score_gpt":0.2969926505610895,"score_spread":0.256575972316369,"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."}}