{"id":"W2794360673","doi":"10.5489/cuaj.4866","title":"A population-based study examining the influence of a specialized rapid-access cancer clinic on initial treatment choice in localized prostate cancer","year":2018,"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":"BC Cancer Agency; Prostate Cancer Canada; University of Calgary; Alberta Cancer Foundation","funders":"","keywords":"Cancer; Prostate cancer; Prostate; Medicine; Population; Oncology; Medical physics; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0009397026,0.0002535325,0.0003040168,0.0007686943,0.0008205934,0.0009968114,0.0008011883,0.0005122437,0.001695667],"category_scores_gemma":[0.003072307,0.000382981,0.0004492598,0.001881834,0.0005901896,0.0004034979,0.0005252831,0.0008727472,0.0001596266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00340992,"about_ca_system_score_gemma":0.002878946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4270651,"about_ca_topic_score_gemma":0.4671889,"domain_scores_codex":[0.9990357,0.0002836723,0.00004635148,0.0001699188,0.0002548362,0.0002094686],"domain_scores_gemma":[0.9976858,0.0004658905,0.0007905273,0.0001363114,0.0002993447,0.0006221463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001216484,0.0000937624,0.9987556,0.000006018103,0.00004358374,0.00003789315,0.0001513288,0.00002355264,0.00004892159,0.000009407467,0.0001154558,0.0005927274],"study_design_scores_gemma":[0.00001340919,0.0001169192,0.999208,0.000004437695,0.00002332766,0.00005078756,0.0003745599,0.0001147681,0.000009250874,0.000006633608,0.00007472382,0.00000320628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994088,0.00009706074,0.00001756781,0.00003613544,0.000002818468,0.00001237595,0.0001490343,0.000001596447,0.0002746402],"genre_scores_gemma":[0.9996653,0.00004979235,0.00002226393,0.00002365336,0.000004229775,0.000005346075,0.000140162,7.635929e-7,0.00008856761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4270651,"threshold_uncertainty_score":0.8491586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06169639960316221,"score_gpt":0.368020721945298,"score_spread":0.3063243223421358,"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."}}