{"id":"W2010351037","doi":"10.1007/bf02994507","title":"Laser prostatic surgery: An update","year":2008,"lang":"en","type":"article","venue":"African Journal of Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; General surgery; Gynecology; Medical 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":[0.0005817757,0.0000918245,0.0003788451,0.0002935529,0.00006873513,0.000005431894,0.0000998765,0.00005200276,0.0004453681],"category_scores_gemma":[0.0001321645,0.00006809713,0.0001064422,0.0002204991,0.0002058836,0.0001339091,0.00002182139,0.0003753976,0.00005006227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002041867,"about_ca_system_score_gemma":0.0004607319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000628135,"about_ca_topic_score_gemma":0.000001605713,"domain_scores_codex":[0.9987134,0.0002215662,0.000359745,0.0001116714,0.0002796763,0.0003139919],"domain_scores_gemma":[0.9988976,0.0002019065,0.0001543486,0.0001703645,0.0002458448,0.0003299445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01095076,0.002876147,0.7426533,0.0001358023,0.000959052,0.06138093,0.005849029,0.00005275153,0.004394244,0.0002048196,0.09036643,0.08017674],"study_design_scores_gemma":[0.007451972,0.03380513,0.4154816,0.00005267587,0.0005080015,0.2122324,0.001105563,0.0005215835,0.003772318,0.002617592,0.3218454,0.0006057506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912115,0.0005484357,0.0001295044,0.006391347,0.0001171788,0.00009669791,0.000003971234,0.00001100598,0.001490378],"genre_scores_gemma":[0.9974985,0.0005997157,0.0005030618,0.0008400228,0.000204601,0.000002075524,0.000005805296,0.00001745596,0.0003287412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3271717,"threshold_uncertainty_score":0.4876468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04530057392665598,"score_gpt":0.304470613549754,"score_spread":0.259170039623098,"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."}}