{"id":"W1968289733","doi":"10.1007/s00345-015-1555-y","title":"Controversial evidence for the use of HistoScanning™ in the detection of prostate cancer","year":2015,"lang":"en","type":"review","venue":"World Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Biopsy; Nephrology; Prostate biopsy; Prostate; Urology; Stage (stratigraphy); Prostate-specific antigen; Cancer; Oncology; Gynecology; Internal medicine; 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":[0.0008588233,0.0001582867,0.001270843,0.0002364227,0.00002028096,0.000005719645,0.0001708384,0.00007502827,0.000008771834],"category_scores_gemma":[0.0004752079,0.00007317417,0.0003975369,0.0002436542,0.0001489576,0.00006531717,0.00002026577,0.0003627554,2.644585e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000410304,"about_ca_system_score_gemma":0.001042663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001623096,"about_ca_topic_score_gemma":0.0004657394,"domain_scores_codex":[0.9984722,0.0002241642,0.0008063227,0.0001153869,0.0002258619,0.0001561251],"domain_scores_gemma":[0.9954681,0.00230853,0.001612569,0.000205794,0.0003626275,0.00004234736],"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":[0.001568841,0.000119373,0.0004619941,0.001960224,0.0005226357,0.00003796355,0.000455122,0.00006279574,0.000005181485,0.0000224187,0.005632836,0.9891506],"study_design_scores_gemma":[0.001432167,0.001531722,0.0002149441,0.004144541,0.003634786,0.0001510232,0.00001920146,0.00001179859,0.00000389006,0.000022037,0.9887855,0.00004837646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000773389,0.9956312,0.000039912,0.002309724,0.0006822765,0.001210931,0.00003772887,0.000001096766,0.000009861221],"genre_scores_gemma":[0.00640307,0.9926764,0.00003561431,0.0002781367,0.0002346678,0.0001527248,0.000001962018,0.00001492424,0.000202439],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9891022,"threshold_uncertainty_score":0.2983956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1988954164027274,"score_gpt":0.4082722514128619,"score_spread":0.2093768350101345,"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."}}