{"id":"W4256376344","doi":"10.1097/00042728-200301000-00008","title":"Algorithm for Using a Long-Pulsed Nd","year":2003,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Clearance; Medicine; Laser; Pulse (music); Laser treatment; Surgery; Biomedical engineering; Computer science; Urology; Optics","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":[0.001125904,0.0009699095,0.0003907731,0.001338755,0.0007421616,0.001755944,0.001386924,0.001064494,0.02630682],"category_scores_gemma":[0.005171056,0.0002536604,0.000398159,0.0005086494,0.0003865219,0.001213273,0.0007785622,0.0006963832,0.01329523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006461497,"about_ca_system_score_gemma":0.001491282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001558752,"about_ca_topic_score_gemma":0.001824031,"domain_scores_codex":[0.9990302,0.0002126651,0.0001126379,0.0002219639,0.000352244,0.00007017112],"domain_scores_gemma":[0.9986101,0.0003056799,0.000147347,0.0001595716,0.0006713899,0.000105778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007439043,0.000235022,0.01570374,0.0003342172,0.00003978582,0.0007217997,0.0002340183,0.009327338,0.02878359,0.01849888,0.04257607,0.8828017],"study_design_scores_gemma":[0.0008562365,0.0009783743,0.01727749,0.0005057891,0.000205281,0.008165853,0.0005057544,0.286796,0.09336729,0.05070697,0.5402945,0.0003405023],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0185542,0.0005135328,0.9223199,0.001738544,0.0005538105,0.002306486,0.0007822585,0.008949615,0.04428174],"genre_scores_gemma":[0.06127025,0.0002334068,0.9245265,0.0003292964,0.00008199149,0.0008459802,0.0007248906,0.0005534608,0.01143426],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02630682,"threshold_uncertainty_score":0.08800507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06301208767602977,"score_gpt":0.298480859461301,"score_spread":0.2354687717852713,"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."}}