{"id":"W2085683046","doi":"10.1038/pcan.2010.36","title":"Relationship between initial PSA density with future PSA kinetics and repeat biopsies in men with prostate cancer on active surveillance","year":2010,"lang":"en","type":"article","venue":"Prostate Cancer and Prostatic Diseases","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Prostate cancer; Prostate-specific antigen; Benign prostatic hyperplasia (BPH); Urology; Oncology; Internal medicine; Cancer","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":[0.0006056083,0.0001953369,0.0003193205,0.0005869581,0.0002691394,0.0005000996,0.0002497963,0.0003822218,0.0007839967],"category_scores_gemma":[0.005125737,0.0002204089,0.0002367824,0.0005607877,0.0002617402,0.0003681743,0.0002845212,0.0005463577,0.0001436345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002444238,"about_ca_system_score_gemma":0.0002259864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002916202,"about_ca_topic_score_gemma":0.002948449,"domain_scores_codex":[0.9997137,0.00009587352,0.00002531751,0.00004944436,0.00007459967,0.00004110602],"domain_scores_gemma":[0.9973549,0.001000462,0.0009418522,0.0001192343,0.0002338562,0.0003496948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001183203,0.00001611451,0.9985737,0.000003520699,0.00001263803,0.00003945856,0.00002798698,0.00004731619,0.00009130799,0.00000490665,0.00001568981,0.001049132],"study_design_scores_gemma":[0.000005893893,0.0002403312,0.9986656,0.000002843704,0.00001621906,0.0005192201,0.0000646918,0.0003024409,0.00007649019,0.00001491473,0.00008839883,0.000002973927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991344,0.0005308379,0.00006623843,0.00001887575,0.000002969246,0.000003045611,0.00004695047,0.000002926545,0.0001938655],"genre_scores_gemma":[0.9997447,0.00007165261,0.00004388001,0.000005912835,0.000006010739,0.000001607786,0.00006745201,7.78699e-7,0.00005800226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002916202,"threshold_uncertainty_score":0.005798459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585437958013166,"score_gpt":0.2933177365647662,"score_spread":0.2774633569846345,"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."}}