{"id":"W1871461264","doi":"10.5489/cuaj.594","title":"Urologists and radiation oncologists: working together for patient care","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; London Health Sciences Centre","funders":"","keywords":"Medicine; Specialty; Life expectancy; Watchful waiting; Multidisciplinary approach; Prostate cancer; Modalities; Intensive care medicine; Family medicine; Cancer; Internal medicine; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02005632,0.00092506,0.001679386,0.002578203,0.01612184,0.01209856,0.002215834,0.01226726,0.0279183],"category_scores_gemma":[0.04410198,0.001320573,0.00119244,0.002291671,0.006543396,0.01005332,0.01533089,0.01944649,0.009298413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0069172,"about_ca_system_score_gemma":0.03622017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02100294,"about_ca_topic_score_gemma":0.03859528,"domain_scores_codex":[0.9663648,0.01653716,0.001688385,0.002209628,0.009132209,0.00406786],"domain_scores_gemma":[0.8897703,0.01520323,0.005174781,0.002412931,0.0201136,0.06732509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005517062,0.0001952133,0.01212298,0.0005171867,0.0002037784,0.001284639,0.00616916,0.0001307083,0.0004712295,0.003346355,0.7910218,0.1844817],"study_design_scores_gemma":[0.0001445481,0.0003052848,0.02578909,0.00293005,0.0001624026,0.005196348,0.03462239,0.0002571354,0.0002291837,0.03047075,0.8995401,0.0003527017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004785933,0.01449891,0.002142025,0.9476975,0.01149949,0.00007201399,0.00006601132,0.0002922835,0.01894592],"genre_scores_gemma":[0.1535109,0.03784503,0.02263309,0.7388859,0.01854514,0.0003939649,0.0003127524,0.0003246404,0.02754863],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0279183,"threshold_uncertainty_score":0.1060693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519655375069899,"score_gpt":0.2460395546871768,"score_spread":0.2308430009364779,"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."}}