{"id":"W2106355748","doi":"10.1016/j.urology.2013.11.019","title":"Population-based Comparative Effectiveness of Salvage Radical Prostatectomy vs Cryotherapy","year":2014,"lang":"en","type":"article","venue":"Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostatectomy; Cryotherapy; Prostate cancer; Salvage therapy; Population; Internal medicine; Radiation therapy; Surgery; Urology; Cancer; Chemotherapy","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":[0.0001903012,0.0001087037,0.0004390501,0.00006952999,0.00002776919,0.000002663961,0.00003628836,0.00006858721,0.00009002596],"category_scores_gemma":[0.00003489036,0.00008339121,0.00006536736,0.00008682755,0.00009981609,0.00001699937,0.000006713799,0.00008251386,0.00001319785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005592425,"about_ca_system_score_gemma":0.00005466575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008711234,"about_ca_topic_score_gemma":0.000008327929,"domain_scores_codex":[0.9991336,0.0002462394,0.0001650008,0.0002013684,0.00009947582,0.000154357],"domain_scores_gemma":[0.9990909,0.0005357375,0.00007379454,0.0001767227,0.00005581429,0.00006700099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004889511,0.000767767,0.9827837,0.0002302351,0.0001875983,0.00001770817,0.0001454723,0.0008760889,0.003438412,0.004128658,0.0001287507,0.002406124],"study_design_scores_gemma":[0.006678343,0.004195643,0.957391,0.00004799107,0.00008143672,0.000006778157,0.000002935064,0.001733391,0.02601853,0.0008908331,0.002870062,0.00008308602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953911,0.0002563746,0.002490528,0.0005428659,0.0000923901,0.0006561457,0.00001161738,0.00003501737,0.0005239872],"genre_scores_gemma":[0.9987348,0.00001022868,0.0002445653,0.0007214246,0.00003817791,0.0001383927,0.00009195489,0.0000121407,0.000008291965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0253927,"threshold_uncertainty_score":0.3400595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383694161486713,"score_gpt":0.2998527673305811,"score_spread":0.2860158257157139,"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."}}