{"id":"W1980289862","doi":"10.1007/s00345-007-0163-x","title":"Lasers in clinical urology: state of the art and new horizons","year":2007,"lang":"en","type":"review","venue":"World Journal of Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Providence Health Care; St. Paul's Hospital","funders":"","keywords":"Medicine; Laser; Laser lithotripsy; Lithotripsy; Ablative case; Holmium; Urology; Surgery; Optics; Radiation therapy","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002882983,0.0002172782,0.002004683,0.000827943,0.00002463024,0.000005344164,0.0002860433,0.0002378442,0.0001307919],"category_scores_gemma":[0.0003788061,0.0001273296,0.0005209338,0.0005802582,0.0004590417,0.00003268101,0.0001473617,0.002836955,0.0000151089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002865224,"about_ca_system_score_gemma":0.001369341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009171893,"about_ca_topic_score_gemma":0.0002365215,"domain_scores_codex":[0.996551,0.000879757,0.001688685,0.0002074486,0.0002859998,0.000387151],"domain_scores_gemma":[0.9970959,0.001387299,0.0008089102,0.0003000894,0.000104762,0.000303004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006811408,0.0001579812,0.005994243,0.0009964476,0.0003313882,0.0009185033,0.00003656194,0.000001277115,4.094995e-7,0.00002883495,0.01015643,0.9806968],"study_design_scores_gemma":[0.001239117,0.002476773,0.005306002,0.0006714614,0.0006988314,0.003174187,0.000003460238,0.000001240852,2.463741e-7,0.0002899866,0.9860596,0.00007907477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000424032,0.9940836,0.00001987497,0.003023989,0.0004532635,0.0003677958,0.000009833035,0.000002742789,0.001614865],"genre_scores_gemma":[0.0006206456,0.9956188,0.0001062134,0.0004359974,0.0003498478,0.000001369917,0.000003776655,0.00002759131,0.002835811],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9806177,"threshold_uncertainty_score":0.9994636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1240945467777834,"score_gpt":0.4413226452950509,"score_spread":0.3172280985172675,"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."}}