{"id":"W1996221798","doi":"10.5489/cuaj.12275","title":"Life expectancy estimation in prostate cancer patients","year":2012,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life expectancy; Prostate cancer; Estimation; Medicine; Prostate; Oncology; Cancer; Statistics; Internal medicine; Mathematics; Environmental health; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001925469,0.0001800481,0.0002332706,0.001259956,0.0002031866,0.0005504298,0.0002246311,0.0003168288,0.001574336],"category_scores_gemma":[0.01850476,0.00008932353,0.0005494758,0.001359183,0.0001142245,0.000913023,0.0006206846,0.0005665203,0.0003846094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004400073,"about_ca_system_score_gemma":0.000209273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002132256,"about_ca_topic_score_gemma":0.00156138,"domain_scores_codex":[0.9986443,0.0008023049,0.0001709545,0.0001090885,0.000181045,0.0000923269],"domain_scores_gemma":[0.9928529,0.00325951,0.00217172,0.000279304,0.001005744,0.0004307704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002065227,0.00003363448,0.977046,0.00005337603,0.00005711375,0.00007162979,0.0002722259,0.0004433168,0.00003333081,0.0001096895,0.0008386764,0.02083447],"study_design_scores_gemma":[0.00001306515,0.0004766567,0.9898656,0.0001360249,0.00008851586,0.0005584044,0.0006655945,0.003759102,0.0002307548,0.0004408362,0.003733765,0.00003168685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986459,0.004325038,0.001252298,0.0008221223,0.0000756614,0.00004498704,0.001945821,0.00002383922,0.005051303],"genre_scores_gemma":[0.9982773,0.0004336949,0.0002672456,0.0000962878,0.0000329565,0.00001732005,0.0007094954,0.000001927934,0.0001637136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002132256,"threshold_uncertainty_score":0.01018298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03284095183221858,"score_gpt":0.2940260595508188,"score_spread":0.2611851077186002,"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."}}