{"id":"W2073604778","doi":"10.1016/j.ucl.2014.01.006","title":"When is Prostate Cancer Really Cancer?","year":2014,"lang":"en","type":"review","venue":"Urologic Clinics of North America","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Prostate cancer; Cancer; Grading (engineering); Prostate; Oncology; Gynecology; 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":[0.001411059,0.0008390297,0.002478887,0.005162057,0.0004520672,0.002022055,0.0008454451,0.00171793,0.003976258],"category_scores_gemma":[0.00436474,0.0005741901,0.000961288,0.005034814,0.0009849501,0.002476614,0.0008884743,0.00238797,0.0009344501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002021923,"about_ca_system_score_gemma":0.004768942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006789016,"about_ca_topic_score_gemma":0.02231571,"domain_scores_codex":[0.9993351,0.00014564,0.0001643527,0.00009633055,0.0002065814,0.00005188953],"domain_scores_gemma":[0.9979037,0.001218518,0.0004199424,0.00003121061,0.0003171848,0.0001095147],"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":[0.00007323921,0.00003942382,0.0009460046,0.05121746,0.0003008704,0.0001776699,0.0001229412,0.0001638489,0.0001831568,0.001847133,0.06652681,0.8784015],"study_design_scores_gemma":[0.00006032629,0.00008763145,0.004482629,0.05903712,0.001460415,0.002013101,0.0004066609,0.00008151839,0.0001338631,0.001734427,0.9304617,0.00004071131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002923238,0.9987637,0.00001768084,0.0005535056,0.0002302921,0.000002285457,0.00001238865,0.000002001794,0.0003889178],"genre_scores_gemma":[0.0004044828,0.9985321,0.00004885265,0.0005630383,0.0002601888,0.000002675976,0.00001378782,5.503714e-7,0.0001743154],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006789016,"threshold_uncertainty_score":0.01467013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05951926011180434,"score_gpt":0.3869095330326258,"score_spread":0.3273902729208214,"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."}}