{"id":"W4319321304","doi":"10.1503/cmaj.221208","title":"Laser devices for vaginal rejuvenation: effectiveness, regulation and marketing","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Western University","funders":"","keywords":"Laser; Rejuvenation; Yttrium aluminium garnet; Computer science; Medicine; Surgery; Optics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01597357,0.0003892931,0.0007468011,0.00263935,0.0007750298,0.004912999,0.0006488124,0.002177216,0.02104779],"category_scores_gemma":[0.0433803,0.0002314135,0.0009765737,0.002196555,0.002064764,0.003539142,0.0009377848,0.002578497,0.00192289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004147925,"about_ca_system_score_gemma":0.002507899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002177887,"about_ca_topic_score_gemma":0.003006925,"domain_scores_codex":[0.9839649,0.006379987,0.0008848591,0.0005606237,0.007813709,0.0003959279],"domain_scores_gemma":[0.9408879,0.0411583,0.007884371,0.001016625,0.007694212,0.00135857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001206561,0.0002737413,0.005844571,0.003027686,0.0001308789,0.0001076329,0.0003570151,0.0001767528,0.001158967,0.01209047,0.02284901,0.9527767],"study_design_scores_gemma":[0.0009259903,0.006559505,0.1375789,0.03320513,0.0009541297,0.00368444,0.00388779,0.001591529,0.008012082,0.02272999,0.7806019,0.0002686674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02445706,0.8446558,0.001158724,0.08165918,0.001118945,0.000199734,0.0005036073,0.00006689924,0.04618008],"genre_scores_gemma":[0.4162197,0.5359416,0.003475256,0.01916352,0.007679179,0.0003338832,0.0004615866,0.0001017989,0.01662353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02104779,"threshold_uncertainty_score":0.08447731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296062238323193,"score_gpt":0.300554448095169,"score_spread":0.2875938257119371,"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."}}