{"id":"W1978952406","doi":"10.5489/cuaj.2073","title":"American trends in expectant management utilization for prostate cancer from 2000 to 2009","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Veterans Affairs; Prostate cancer; Comorbidity; Cancer; Stage (stratigraphy); Disease; Family medicine; Emergency medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003809246,0.0001000206,0.0001154179,0.0009053434,0.0001770354,0.0003492732,0.0003203795,0.0002855473,0.001919753],"category_scores_gemma":[0.0009088134,0.0001177827,0.0002945648,0.001478267,0.00009658557,0.0004229544,0.0002617333,0.000397342,0.0002802425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006715988,"about_ca_system_score_gemma":0.0004291481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02855664,"about_ca_topic_score_gemma":0.0468626,"domain_scores_codex":[0.9997467,0.00005061379,0.00003545246,0.00005961021,0.00006337672,0.00004419702],"domain_scores_gemma":[0.9989272,0.0001175779,0.0005743781,0.00003030507,0.0001913074,0.0001592753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004475898,0.00004027841,0.9915369,0.00003600786,0.00007539961,0.00002822529,0.00005500626,0.0001354474,0.0001577385,0.00005890638,0.002435603,0.005395837],"study_design_scores_gemma":[0.00000399639,0.00003154208,0.9973822,0.00001785796,0.00002154135,0.0001456154,0.0001054072,0.0003353588,0.00006511937,0.00001532095,0.001872984,0.000003037972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803956,0.002686671,0.0002230064,0.0006699078,0.00003341875,0.00001194553,0.01234556,0.00006795924,0.003565887],"genre_scores_gemma":[0.9886609,0.001112611,0.0003055521,0.0003360775,0.00003736299,0.00001777263,0.008659286,0.000007167976,0.0008633164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02855664,"threshold_uncertainty_score":0.05678087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0196480230239589,"score_gpt":0.2823670699786132,"score_spread":0.2627190469546543,"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."}}