{"id":"W4234409439","doi":"10.5489/cuaj.929","title":"Laser ablation of the prostate: a safe effective treatment of obstructive benign prostatic disease","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Prostate; Medicine; Ablation; Urology; Laser ablation; Internal medicine; Oncology; Laser; Cancer; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001111217,0.0001099493,0.0001728748,0.00006473166,0.000107848,0.00002862671,0.00007670395,0.00009466325,0.0002250096],"category_scores_gemma":[0.0001877514,0.00007112548,0.00009887869,0.0001663073,0.00002705732,0.0001277816,0.000003766686,0.0001645909,0.00001370114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011137,"about_ca_system_score_gemma":0.0001465735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005521522,"about_ca_topic_score_gemma":0.0004823169,"domain_scores_codex":[0.9991118,0.0001386482,0.0002469255,0.00008309117,0.0001753258,0.0002441537],"domain_scores_gemma":[0.999154,0.0001814273,0.0001722885,0.00008114584,0.0001540454,0.0002570864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008013535,0.0001585071,0.9303512,0.00004143619,0.0005398903,0.00001719569,0.002417293,0.04142758,0.00675005,0.0005519075,0.00186687,0.01579792],"study_design_scores_gemma":[0.0004950103,0.000216087,0.985872,0.00001263246,0.00005640262,0.00000446406,0.00005996094,0.00362453,0.005689411,0.00315387,0.0007246879,0.00009097489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975276,0.0000487441,0.00002964524,0.0007990222,0.0002347267,0.0005579952,0.0001086432,0.00001190502,0.0006817142],"genre_scores_gemma":[0.9996033,0.00002014393,0.00008972668,0.00005463735,0.00006542918,0.00004578647,0.000008019111,0.000008530606,0.000104433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05552076,"threshold_uncertainty_score":0.2900413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003864992031995505,"score_gpt":0.1786263282084353,"score_spread":0.1747613361764398,"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."}}