{"id":"W1991606555","doi":"10.5489/cuaj.1558","title":"Is Faster Better?","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","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":[0.01415758,0.0005135978,0.001531427,0.002370768,0.006179338,0.01160935,0.001892406,0.003876177,0.1024882],"category_scores_gemma":[0.06698048,0.0006227227,0.001413803,0.00489429,0.003832057,0.01545905,0.003568493,0.009953227,0.01016383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00486292,"about_ca_system_score_gemma":0.01264069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03984388,"about_ca_topic_score_gemma":0.04114165,"domain_scores_codex":[0.9909229,0.003674279,0.0007135746,0.0009464598,0.002118589,0.001624191],"domain_scores_gemma":[0.9625226,0.009859111,0.005627869,0.003529337,0.009731437,0.008729554],"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":[0.001401815,0.001163341,0.1631281,0.001882827,0.0008485094,0.0004770977,0.0111637,0.00007257052,0.0003943841,0.0725139,0.3929553,0.3539984],"study_design_scores_gemma":[0.0004792595,0.0006398215,0.2274233,0.004382105,0.0008933003,0.001003398,0.03754795,0.00007381453,0.0003947477,0.04278898,0.6841988,0.0001744552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.09108485,0.04982501,0.0004331716,0.7090908,0.02315159,0.00009745897,0.001657698,0.0001013585,0.1245582],"genre_scores_gemma":[0.5616511,0.04886355,0.00231985,0.3042609,0.01131071,0.0002029531,0.001565245,0.000562237,0.06926345],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1024882,"threshold_uncertainty_score":0.3428572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598605015662738,"score_gpt":0.2289464695537935,"score_spread":0.2129604193971661,"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."}}