{"id":"W2082595607","doi":"10.1002/lsm.22021","title":"Low fluence–high repetition rate diode laser hair removal 12‐month evaluation: Reducing pain and risks while keeping clinical efficacy","year":2012,"lang":"en","type":"article","venue":"Lasers in Surgery and Medicine","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Erythema; Hair removal; Tolerability; Medicine; Laser; Adverse effect; Fluence; Diode; Intense pulsed light; Surgery; Dermatology; Clinical efficacy; Materials science; Optics; Optoelectronics; 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":[0.0009141716,0.0004569969,0.0006639146,0.000186104,0.0002210255,0.0001837644,0.0002788733,0.0004729038,0.002515727],"category_scores_gemma":[0.0007642603,0.0001246731,0.0005514522,0.00009647823,0.000368874,0.0002317496,0.0001034972,0.0005507764,0.0002404692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001634949,"about_ca_system_score_gemma":0.0002008622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002299461,"about_ca_topic_score_gemma":0.0002483456,"domain_scores_codex":[0.9996862,0.0001473398,0.00002725467,0.00004413655,0.00005761248,0.00003750933],"domain_scores_gemma":[0.9996587,0.0001232614,0.00008756718,0.00002539008,0.00005141798,0.00005372174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.2897552,0.04032186,0.02050316,0.001823311,0.0005045501,0.0003983908,0.0004188188,0.001710793,0.3512337,0.00009249213,0.0007218895,0.2925158],"study_design_scores_gemma":[0.02948006,0.862303,0.0646681,0.00004146388,0.000345844,0.0007367536,0.00006443296,0.0008012775,0.03999767,0.00003789043,0.001496554,0.00002699125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980627,0.0008157594,0.0005179949,0.00003644345,0.00001619196,0.0002412907,0.00002794338,0.00001934019,0.0002623215],"genre_scores_gemma":[0.9976246,0.0004853229,0.0009383963,0.00004618688,0.00005873267,0.0002146011,0.00007220502,0.000005411958,0.0005545932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002515727,"threshold_uncertainty_score":0.008415937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1405162233905576,"score_gpt":0.4062536396975319,"score_spread":0.2657374163069742,"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."}}