{"id":"W4403610482","doi":"10.3390/cancers16203490","title":"Advanced Imaging for Localized Prostate Cancer","year":2024,"lang":"en","type":"review","venue":"Cancers","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University Hospital Foundation; Alberta Cancer Foundation","keywords":"Prostate cancer; Medicine; Prostate; Radiology; Cancer; Medical physics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008215714,0.0005844014,0.0008671139,0.001991202,0.0002922514,0.0009680455,0.0006808336,0.0009022789,0.01010323],"category_scores_gemma":[0.002102955,0.0001556835,0.0009636648,0.001405409,0.0007496446,0.0008758494,0.0007473817,0.001582084,0.00353417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000647935,"about_ca_system_score_gemma":0.001457713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001150708,"about_ca_topic_score_gemma":0.001863958,"domain_scores_codex":[0.9992564,0.0002533449,0.0001017597,0.00006738383,0.00026527,0.00005577038],"domain_scores_gemma":[0.9988281,0.0004357263,0.0002875263,0.00006442267,0.0002955066,0.00008862384],"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":[0.0002205149,0.00007111594,0.0039671,0.02982367,0.000426969,0.001959669,0.0001650773,0.0004608379,0.003329368,0.008780924,0.1303616,0.8204333],"study_design_scores_gemma":[0.00006479209,0.0001920609,0.007662953,0.01076468,0.000394015,0.02291044,0.0001070584,0.0002276733,0.001218203,0.004892539,0.9515198,0.00004568229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007067701,0.9852122,0.00116144,0.003143931,0.001484915,0.00003980605,0.0001424339,0.00006503779,0.008043394],"genre_scores_gemma":[0.02007984,0.9612814,0.003779122,0.004772586,0.005065577,0.00007125496,0.0005845589,0.00002995824,0.004335705],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01010323,"threshold_uncertainty_score":0.03379864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04010602151546862,"score_gpt":0.3982650915890187,"score_spread":0.3581590700735501,"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."}}