{"id":"W4414109811","doi":"10.1097/dss.0000000000004797","title":"Participant Satisfaction, Effectiveness, and Safety With a Novel Dual-Applicator Cryolipolysis System: A Prospective, Multicountry Study","year":2025,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ABB (Canada)","funders":"","keywords":"MEDLINE; Patient safety; Clinical trial; Cryosurgery; Safety Equipment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004293156,0.0005152159,0.0006901724,0.0003873869,0.0005610235,0.0006314065,0.0003288788,0.0006199645,0.002300661],"category_scores_gemma":[0.004911988,0.0004008049,0.0006737165,0.0003528497,0.0004791946,0.0007604912,0.0005097312,0.000650841,0.0005964467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002930628,"about_ca_system_score_gemma":0.0003264028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003790711,"about_ca_topic_score_gemma":0.000533687,"domain_scores_codex":[0.9979898,0.0009391043,0.0001666006,0.0002874208,0.0004578654,0.000159199],"domain_scores_gemma":[0.9953046,0.001325546,0.001803798,0.0002255136,0.0007396752,0.0006008599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03229143,0.01645287,0.9067193,0.000437683,0.0006027177,0.0002903456,0.003904362,0.0002697976,0.006015838,0.00006575437,0.0006003004,0.03234955],"study_design_scores_gemma":[0.001748185,0.1214795,0.870618,0.00004702233,0.0004082586,0.0005199751,0.001511479,0.001043578,0.001573686,0.00003969281,0.0009552884,0.00005535441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992687,0.00007113778,0.0001725649,0.00001026477,0.000003899492,0.0001899366,0.00006844053,0.000004308574,0.0002107264],"genre_scores_gemma":[0.9987207,0.00005708502,0.0004145389,0.00004174223,0.00001220196,0.0003562361,0.0001118,0.000003116604,0.0002826745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004293156,"threshold_uncertainty_score":0.02270466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814196178389901,"score_gpt":0.2628178533970126,"score_spread":0.2446758916131136,"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."}}