{"id":"W1504411180","doi":"10.1063/1.2723580","title":"Update On Erbium:YAG lithotripsy","year":2007,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Providence Health Care","funders":"","keywords":"Holmium; Lithotripsy; Laser lithotripsy; Erbium; Materials science; Laser; Photothermal therapy; Optics; Optoelectronics; Medicine; Surgery; Nanotechnology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006260079,0.0002014123,0.0002867385,0.0001768896,0.0001035108,0.00005726097,0.0001121811,0.0001507223,0.0006376414],"category_scores_gemma":[0.0002396466,0.0001685493,0.00009959145,0.0002620821,0.00009411197,0.0001534778,0.0000276012,0.0003762947,0.0005568689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000499613,"about_ca_system_score_gemma":0.00009576142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001307689,"about_ca_topic_score_gemma":0.000001771202,"domain_scores_codex":[0.9985477,0.000004472147,0.0002830589,0.0003505804,0.0003390115,0.0004751905],"domain_scores_gemma":[0.9990972,0.00005125233,0.00008886351,0.0001349662,0.0004049234,0.0002228013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005674612,0.001169896,0.3061646,0.0007306823,0.0003368075,0.0008632987,0.006428285,1.354441e-7,0.2209916,0.2810609,0.04057934,0.1359998],"study_design_scores_gemma":[0.002667934,0.001834433,0.2054368,0.001182795,0.0002596325,0.0006985304,0.002194278,0.0005153182,0.2671688,0.004365345,0.5125605,0.001115625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8712024,0.0000746179,0.001038793,0.00275214,0.0002337402,0.0002533711,0.000001906052,0.0001876329,0.1242554],"genre_scores_gemma":[0.9919369,0.00006501703,0.0007313854,0.004151751,0.0003290753,0.000009903247,0.000008998441,0.00002363322,0.0027433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4719811,"threshold_uncertainty_score":0.7157608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569261746183523,"score_gpt":0.279276534568335,"score_spread":0.2535839171064998,"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."}}