{"id":"W3125752559","doi":"10.31083/jomh.2021.014","title":"The molecule that makes prostate cancer easy to find shows why it will be so difficult to cure","year":2021,"lang":"en","type":"article","venue":"Journal of Men s Health","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Eagle Ridge Hospital; University of British Columbia","funders":"","keywords":"Prostate cancer; Prostate; Semen; Sperm; Cancer; Medicine; Biology; Internal medicine; Andrology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008037666,0.0001547599,0.0004066429,0.0000974515,0.0003421949,0.0001045452,0.0001590197,0.00004690463,0.0001612304],"category_scores_gemma":[0.00009158072,0.00008571945,0.0001197855,0.0003226984,0.00004622114,0.0001115769,0.00007354999,0.0004094917,0.00001050917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006377209,"about_ca_system_score_gemma":0.002728206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002308843,"about_ca_topic_score_gemma":0.0007269699,"domain_scores_codex":[0.9977936,0.0001507296,0.0004177952,0.0002004447,0.000877084,0.0005603291],"domain_scores_gemma":[0.9981,0.00007894665,0.0001955366,0.0002513747,0.000544675,0.0008293992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002864071,0.0003612818,0.0154904,0.0003739164,0.0004999574,0.001006924,0.01116235,0.0001152645,0.005031969,0.00009281895,0.9055991,0.05740197],"study_design_scores_gemma":[0.002315138,0.001576344,0.003095405,0.0007463755,0.00005390873,0.0002086918,0.003236177,0.00002207859,0.009362543,0.00006036799,0.9792069,0.0001160326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1069681,0.02362782,0.0001152045,0.8662859,0.0004314384,0.0009657776,0.00007266224,0.00001226463,0.001520884],"genre_scores_gemma":[0.4762561,0.1382763,0.004468446,0.2187581,0.003329585,0.0003253259,0.00005747705,0.0002275686,0.158301],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6475278,"threshold_uncertainty_score":0.4839721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05071452094888967,"score_gpt":0.3991457695173557,"score_spread":0.348431248568466,"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."}}