{"id":"W2890541585","doi":"10.1016/j.urology.2018.08.031","title":"Understanding the Popcorn Effect During Holmium Laser Lithotripsy for Dusting","year":2018,"lang":"en","type":"article","venue":"Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Boston Scientific Corporation","keywords":"Medicine; Lithotripsy; Laser lithotripsy; Surgery","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":[0.0004257902,0.0001900435,0.0002266703,0.0002427898,0.0002819682,0.0004315242,0.0003091069,0.0006057728,0.002072221],"category_scores_gemma":[0.001003563,0.0001439868,0.0003100419,0.00008954766,0.0003855049,0.0004383902,0.0003113585,0.0003858117,0.0002496478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002556474,"about_ca_system_score_gemma":0.0003932656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012308,"about_ca_topic_score_gemma":0.002080871,"domain_scores_codex":[0.9997841,0.00004456759,0.00001014506,0.0000287882,0.00008828162,0.00004419538],"domain_scores_gemma":[0.9995933,0.0001923559,0.00008556939,0.00002977589,0.00006719186,0.00003184288],"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":[0.001545399,0.0001329498,0.0138314,0.0006113739,0.00008796143,0.001835206,0.0006649122,0.0008950342,0.9191489,0.0007016332,0.000687947,0.05985726],"study_design_scores_gemma":[0.0001317474,0.00349606,0.1901667,0.0003238165,0.0003974009,0.009068379,0.002680514,0.007719282,0.7515152,0.002972492,0.03143469,0.00009371416],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631895,0.01810811,0.01116868,0.0008886501,0.0002966,0.00007536749,0.00006898541,0.00007484997,0.006129277],"genre_scores_gemma":[0.9922689,0.002905942,0.002475429,0.0003570372,0.00009395058,0.00001804572,0.00004280656,0.00003304279,0.001804991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002072221,"threshold_uncertainty_score":0.006932259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06458544219868534,"score_gpt":0.3103575571420377,"score_spread":0.2457721149433524,"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."}}