{"id":"W4249064981","doi":"10.5489/cuaj.1248","title":"How reliable is 12-core prostate biopsy procedure in the detection of prostate cancer?","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Prostate; Urology; Biopsy; Prostatectomy; Prostate biopsy; Prostate-specific antigen; Cancer; Radiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009360544,0.0006469332,0.0009382518,0.0007436784,0.000231676,0.0008119894,0.001039893,0.001250771,0.001168052],"category_scores_gemma":[0.03301634,0.0002995869,0.0004389016,0.0005586766,0.0007160779,0.001253868,0.0004592324,0.0004675294,0.0006936835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002725358,"about_ca_system_score_gemma":0.0003258674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006984088,"about_ca_topic_score_gemma":0.001295474,"domain_scores_codex":[0.9929399,0.003786705,0.0005208356,0.0007117967,0.001772359,0.0002683994],"domain_scores_gemma":[0.9740699,0.0141639,0.006991275,0.001279636,0.002753035,0.0007423109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003811039,0.00002988996,0.9701774,0.0001599463,0.0001359691,0.00007838533,0.00004728889,0.0002542956,0.0008572091,0.00002887915,0.0003219001,0.02752776],"study_design_scores_gemma":[0.0000312959,0.0008319362,0.9799049,0.0002569336,0.0003456582,0.00644919,0.0002446747,0.005201372,0.004216264,0.0002946572,0.00217958,0.00004345399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582441,0.03041962,0.007724628,0.001111296,0.000172011,0.00005721898,0.0003842902,0.00007832551,0.001808415],"genre_scores_gemma":[0.9947941,0.002402035,0.002096261,0.0001272097,0.0001447459,0.00001142387,0.0002240627,0.0000115354,0.0001887089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009360544,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509162315144126,"score_gpt":0.2317160323272478,"score_spread":0.2166244091758066,"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."}}