{"id":"W2791274219","doi":"10.5489/cuaj.4865","title":"Treatment trends and Medicare reimbursements for localized prostate cancer in elderly patients","year":2018,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Prostate cancer; Cancer; Prostate; Oncology; 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":[0.000583594,0.000106513,0.0001575572,0.001003235,0.000193154,0.0003928433,0.0002040165,0.0002631653,0.001696999],"category_scores_gemma":[0.002548943,0.00007534636,0.0003315282,0.001607613,0.0001408155,0.0003749441,0.0003012674,0.0003131599,0.000197416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009153163,"about_ca_system_score_gemma":0.0005783819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01173488,"about_ca_topic_score_gemma":0.01843038,"domain_scores_codex":[0.9995598,0.00009845228,0.00006748475,0.00006279326,0.0001283611,0.00008317994],"domain_scores_gemma":[0.9978975,0.0002075095,0.00145934,0.00003059333,0.0001885267,0.0002163919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000527878,0.00002123456,0.9876764,0.00003546564,0.00004456898,0.00005884935,0.00005691367,0.0001953748,0.0001231945,0.0001147888,0.00145572,0.01016484],"study_design_scores_gemma":[0.000005977947,0.00003905557,0.9972573,0.00002988991,0.00002363875,0.0002530346,0.00009300787,0.0003490749,0.00005678614,0.00004377012,0.001845588,0.000002996238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908254,0.002919008,0.0001446599,0.001356903,0.00001830086,0.00000727615,0.003104544,0.00001898326,0.001604937],"genre_scores_gemma":[0.9958241,0.001197552,0.000175349,0.0003125422,0.00005280143,0.00001164262,0.002197381,0.000002943732,0.0002256382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01173488,"threshold_uncertainty_score":0.02333313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146320736847311,"score_gpt":0.2793196929547594,"score_spread":0.2646876192700283,"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."}}