{"id":"W4321253077","doi":"10.3390/cancers15041280","title":"Micro-Ultrasound: Current Role in Prostate Cancer Diagnosis and Future Possibilities","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Prostate cancer; Medicine; Rectal examination; Prostate; Cancer; Biopsy; Radiology; Prostate biopsy; Medical physics; Cancer detection; Ultrasound; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01490117,0.0006598982,0.001921097,0.00390141,0.0006537386,0.004552,0.001385918,0.002625098,0.005314993],"category_scores_gemma":[0.02709906,0.0004249831,0.001032329,0.004994231,0.003294236,0.007352923,0.001606737,0.003409718,0.001525974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002779229,"about_ca_system_score_gemma":0.007147738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003320433,"about_ca_topic_score_gemma":0.0040946,"domain_scores_codex":[0.9946494,0.002076696,0.0007981426,0.0005144235,0.001749187,0.0002122985],"domain_scores_gemma":[0.9453251,0.04006525,0.003764211,0.001064295,0.008558743,0.001222365],"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":[0.0002137302,0.00003585964,0.002330703,0.02967248,0.0001549887,0.0002260901,0.0006981264,0.0002003097,0.0004123605,0.01617551,0.02845916,0.9214208],"study_design_scores_gemma":[0.00003436075,0.0002915262,0.004646071,0.05254653,0.0004349411,0.002192826,0.001672057,0.0002429823,0.0003320853,0.01842699,0.9190803,0.00009932964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001961217,0.9895064,0.0002791694,0.008562949,0.0005830445,0.000005023646,0.00002629407,0.00001119334,0.0008297717],"genre_scores_gemma":[0.003550811,0.9912759,0.0006490875,0.002343918,0.001852151,0.00001490827,0.00003121622,0.000007414812,0.0002746086],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01490117,"threshold_uncertainty_score":0.07880586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543057789525683,"score_gpt":0.2971734434165146,"score_spread":0.2817428655212578,"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."}}