{"id":"W4389551112","doi":"10.1016/s1064-7406(23)00405-4","title":"Radiofrequency Resurfacing","year":2001,"lang":"en","type":"article","venue":"Facial Plastic Surgery Clinics of North America","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Erythema; Hypopigmentation; Surgery; Adverse effect; Dermatology; Cosmetic Techniques; Internal medicine","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":[0.0001900239,0.0003450997,0.0002956057,0.0006223254,0.0007731465,0.0003521043,0.0002856579,0.0003980205,0.02072458],"category_scores_gemma":[0.0003349664,0.0001193953,0.0005287945,0.0003018196,0.000314071,0.0003592871,0.000254977,0.0004838502,0.004884279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003623114,"about_ca_system_score_gemma":0.0003563073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009650007,"about_ca_topic_score_gemma":0.002973093,"domain_scores_codex":[0.9998301,0.00001786289,0.000008952214,0.00004516482,0.00005252534,0.00004529785],"domain_scores_gemma":[0.9998956,0.00002816579,0.00001842965,0.00002476572,0.00001831792,0.00001469704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005426044,0.0004209967,0.006333538,0.0004582518,0.0001207444,0.009532885,0.0002692565,0.0001922143,0.1672578,0.001843215,0.01873186,0.7942966],"study_design_scores_gemma":[0.0003728787,0.003162179,0.1350389,0.0003688922,0.0005267482,0.3365022,0.0008985071,0.002070016,0.1429053,0.002182773,0.3758483,0.0001232994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6925658,0.05198416,0.03273696,0.00508209,0.003244237,0.0003537318,0.0006206647,0.002105531,0.2113068],"genre_scores_gemma":[0.9139904,0.01072613,0.005954673,0.002221265,0.001102498,0.0001180406,0.0003470987,0.0001310039,0.06540877],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02072458,"threshold_uncertainty_score":0.06933057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04978290861803105,"score_gpt":0.3297896516636409,"score_spread":0.2800067430456099,"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."}}