{"id":"W1785499242","doi":"10.5489/cuaj.874","title":"Dealing with wait times in prostate cancer","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":"University of Calgary","funders":"","keywords":"Prostate cancer; Cancer; Medicine; Computer science; Internal medicine","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":[0.002422953,0.0002686833,0.0004800519,0.001631388,0.004969808,0.002630749,0.0009315375,0.001998579,0.00955424],"category_scores_gemma":[0.02519769,0.0003269488,0.0005252606,0.001310621,0.0009659771,0.002753372,0.001755439,0.00545516,0.0005805696],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004420713,"about_ca_system_score_gemma":0.0119288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03499062,"about_ca_topic_score_gemma":0.09332222,"domain_scores_codex":[0.9978479,0.0008104128,0.0001995365,0.00009586768,0.0004435659,0.0006027889],"domain_scores_gemma":[0.9867094,0.004342158,0.002147345,0.00009674547,0.00135223,0.005352071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005624565,0.0009555825,0.2731255,0.001888128,0.000331868,0.02053906,0.01364477,0.002320798,0.0005984059,0.01540534,0.2887302,0.3818979],"study_design_scores_gemma":[0.0002923303,0.001389944,0.3740261,0.009001815,0.0006077868,0.06131151,0.09101649,0.007389461,0.0007786295,0.08226846,0.3714031,0.000514453],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2575365,0.1315696,0.007479798,0.4956885,0.01214518,0.0001934401,0.0004601045,0.0003119305,0.094615],"genre_scores_gemma":[0.9269754,0.03228068,0.004585667,0.02218993,0.007546306,0.00009005783,0.0002413069,0.0001291783,0.005961484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9955793,"threshold_uncertainty_score":0.06957388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015209565954217,"score_gpt":0.2310345290919293,"score_spread":0.2208824334323872,"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."}}