{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001325226,0.0004393252,0.0005323427,0.0007499773,0.001194735,0.002560436,0.0003698646,0.00217504,0.0237471],"category_scores_gemma":[0.003557477,0.0002335673,0.0006923236,0.0004549098,0.00269337,0.002643738,0.001153703,0.004425295,0.007864513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030394,"about_ca_system_score_gemma":0.001229945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001245421,"about_ca_topic_score_gemma":0.002379759,"domain_scores_codex":[0.9991089,0.0002246044,0.00003296364,0.00007279735,0.0004562855,0.0001044573],"domain_scores_gemma":[0.9989244,0.0003212192,0.0001281267,0.00007823713,0.0002749051,0.0002729362],"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":[0.0004382643,0.0002057923,0.002059128,0.00200068,0.0001269368,0.0008887977,0.0008187125,0.0001456696,0.0119187,0.06705341,0.6343994,0.2799444],"study_design_scores_gemma":[0.00004491536,0.0002220773,0.001181936,0.0004038494,0.00005495456,0.001247768,0.0003184267,0.00004948296,0.002051057,0.008285809,0.986109,0.00003079695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01083333,0.3352686,0.003943417,0.4585753,0.0641562,0.0001030708,0.000523265,0.0005475101,0.1260494],"genre_scores_gemma":[0.1811027,0.3609949,0.01143184,0.2030589,0.0424732,0.0001370682,0.0005618204,0.0004121409,0.1998273],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0237471,"threshold_uncertainty_score":0.07944202,"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."}}