{"id":"W3124229080","doi":"10.1007/s00266-021-02139-0","title":"A Prospective Study Determining Patient Satisfaction with Combined Cryolipolysis and Shockwave Therapy Treatment for Noninvasive Body Contouring","year":2021,"lang":"en","type":"article","venue":"Aesthetic Plastic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut du Savoir Montfort; Montfort Hospital; University of Ottawa","funders":"Allergan","keywords":"Medicine; Contouring; Body contouring; Massage; Patient satisfaction; Surgery; Prospective cohort study; Inframammary fold; Physical therapy; Weight loss; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.000169716,0.0003077392,0.0007695632,0.0001703048,0.0002092334,0.00006029872,0.00001692771,0.00006786411,0.00001659704],"category_scores_gemma":[0.0003030298,0.00023257,0.0001653942,0.0001748976,0.00006935503,0.00007166247,0.00001732437,0.00009946512,0.000002205543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000169892,"about_ca_system_score_gemma":0.0003947381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001480723,"about_ca_topic_score_gemma":0.0001612022,"domain_scores_codex":[0.9983599,0.00009823756,0.0003725925,0.0005311529,0.0002668832,0.0003712616],"domain_scores_gemma":[0.9967465,0.002397643,0.0001581062,0.0002875183,0.0002277657,0.0001825123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00190203,0.0009052087,0.9360893,0.00002762426,0.0004894935,0.001373445,0.002335101,0.00001234988,0.000616315,0.00001067492,0.00007243305,0.05616605],"study_design_scores_gemma":[0.00935357,0.00681777,0.9672621,0.0006254311,0.0007202005,0.00122462,0.004545038,0.0007039043,0.007978962,0.00003668117,0.0001823111,0.0005493723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979275,0.0003817936,0.0001828173,0.0001009877,0.0003441802,0.0009120361,0.000008759442,0.000084755,0.00005709806],"genre_scores_gemma":[0.998871,0.0001119896,0.0001590189,0.0000574522,0.0001113039,0.0005188409,0.00001413647,0.00005020645,0.0001060496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05561667,"threshold_uncertainty_score":0.9483928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341791001381704,"score_gpt":0.2473115693630308,"score_spread":0.2238936593492138,"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."}}