{"id":"W2139542494","doi":"10.3747/co.22.2102","title":"In 2124, Half of All Men Can Count on Developing Prostate Cancer","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Prostate cancer; Cancer; Disease; Prostate; Oncology; Internal medicine; Gynecology","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":[0.0003113683,0.0003677426,0.0005045889,0.0006823822,0.0006618365,0.0007054341,0.0004373959,0.0006415185,0.05777914],"category_scores_gemma":[0.001182642,0.0001798124,0.0004723877,0.001636774,0.0001661509,0.0006449589,0.000752948,0.0008414272,0.02568708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004012658,"about_ca_system_score_gemma":0.001130179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01275898,"about_ca_topic_score_gemma":0.03006785,"domain_scores_codex":[0.9997442,0.00003765465,0.00001562025,0.00002523827,0.0001017089,0.00007561318],"domain_scores_gemma":[0.9996905,0.00003213332,0.00005955322,0.00001133919,0.00008026619,0.0001260526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001754223,0.00008224986,0.02982303,0.0004133975,0.00004018804,0.0001984356,0.0001370475,0.00005993907,0.0004073133,0.00113134,0.7706614,0.1968703],"study_design_scores_gemma":[0.00004741293,0.00009737234,0.06037207,0.0006138913,0.00004633205,0.0005359664,0.0009578561,0.00007522465,0.0001671788,0.0004846948,0.9365835,0.0000185382],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1759491,0.1115928,0.003123276,0.09898964,0.0201576,0.000734321,0.1710962,0.001779408,0.4165777],"genre_scores_gemma":[0.3078365,0.138899,0.00424436,0.06933592,0.009507194,0.0008361155,0.08973067,0.0002612394,0.379349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05777914,"threshold_uncertainty_score":0.1932905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1957484097654218,"score_gpt":0.4533391030524936,"score_spread":0.2575906932870718,"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."}}