{"id":"W2903086247","doi":"10.1089/end.2018.0826","title":"Editorial Comment on: Perceptions and Practice Patterns of Holmium Laser Goggles in Endourological Procedures: An Unnecessary Evil? by Paterson et al. (From: Paterson NR, Fitzpatrick R, Blew B, et al. J Endourol 2019;33:146–150; DOI: 10.1089/end.2018.0432)","year":2018,"lang":"en","type":"editorial","venue":"Journal of Endourology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"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":[0.006819981,0.002813278,0.003270129,0.002245493,0.003249557,0.004757286,0.003189445,0.0218021,0.01209493],"category_scores_gemma":[0.04392827,0.0009440375,0.002056076,0.001140348,0.00233029,0.003690312,0.001327911,0.02089321,0.01061168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003050808,"about_ca_system_score_gemma":0.003347791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003183402,"about_ca_topic_score_gemma":0.004973757,"domain_scores_codex":[0.9952924,0.0008385882,0.0007610338,0.000616604,0.00209752,0.0003939978],"domain_scores_gemma":[0.9735134,0.01015534,0.001518717,0.0005477712,0.01161243,0.002652404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000260216,0.000007970515,0.00004146669,0.00008072698,0.000008393746,0.000116841,0.00002114238,0.000008261775,0.00001944708,0.00008500357,0.9982286,0.001356091],"study_design_scores_gemma":[0.0002040322,0.00007323373,0.001083213,0.0009980653,0.0001265911,0.0007893728,0.0002857616,0.0002896389,0.0003121317,0.00134881,0.9944271,0.00006200252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000103253,0.001718738,0.00009899954,0.2096383,0.7871374,0.00002707721,0.0001156469,0.00007122106,0.001089241],"genre_scores_gemma":[0.001602833,0.002744187,0.0001334612,0.1430408,0.8443488,0.00006300306,0.00008296521,0.00006403062,0.007919934],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0218021,"threshold_uncertainty_score":0.04046154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01862109915297571,"score_gpt":0.3313665438239052,"score_spread":0.3127454446709295,"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."}}