{"id":"W2013193527","doi":"10.5489/cuaj.239","title":"Left behind: The potential problem of residual cancer","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Juravinski Cancer Centre","funders":"","keywords":"Residual; Cancer; Medicine; Computer science; Internal medicine; Algorithm","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":[0.003016102,0.0002869312,0.0005923666,0.0009728961,0.002299048,0.0026133,0.001815371,0.003399568,0.01287529],"category_scores_gemma":[0.01067736,0.000213981,0.0004940623,0.0009175792,0.003645989,0.002852947,0.002415989,0.003572062,0.003243667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001817799,"about_ca_system_score_gemma":0.003844762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01643218,"about_ca_topic_score_gemma":0.02561508,"domain_scores_codex":[0.9987211,0.0002262989,0.00006655225,0.0001565826,0.0004507316,0.0003787286],"domain_scores_gemma":[0.995616,0.001604229,0.0004631962,0.000412552,0.0007781317,0.00112591],"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":[0.0004499469,0.0001542263,0.09018803,0.0008691156,0.00006156405,0.04124856,0.003801284,0.001053725,0.003894493,0.04896156,0.07828042,0.7310371],"study_design_scores_gemma":[0.00006775321,0.000807065,0.04970354,0.002693012,0.0002134697,0.3152888,0.0176329,0.003164404,0.004425809,0.09442843,0.5113853,0.0001895007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3166865,0.1416431,0.03198143,0.3937693,0.007212448,0.00009384489,0.000997923,0.0009384503,0.1066771],"genre_scores_gemma":[0.8919912,0.02728044,0.009594701,0.03593346,0.003139211,0.000033053,0.0003989179,0.0004383388,0.03119061],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01643218,"threshold_uncertainty_score":0.0430721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004981581920779586,"score_gpt":0.2020447654138848,"score_spread":0.1970631834931052,"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."}}