{"id":"W6940915550","doi":"10.11575/prism/27466","title":"Prostate Specific Antigen Testing and Prostate Specific Antigen Velocity for the Screening of Prostate Cancer","year":2015,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Calgary Laboratory Services","keywords":"Prostate cancer; Prostate-specific antigen; Prostate; Prostate biopsy; PCA3; Biopsy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001397393,0.0002454252,0.0002087764,0.0009966941,0.0004073002,0.001427047,0.0004784393,0.0004085608,0.01020103],"category_scores_gemma":[0.007751714,0.000104466,0.0002786148,0.002037009,0.0006254957,0.0003707377,0.0005912613,0.000735989,0.0007642971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002445655,"about_ca_system_score_gemma":0.003231781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1970814,"about_ca_topic_score_gemma":0.2523007,"domain_scores_codex":[0.9990456,0.0003050686,0.00004191176,0.0001104182,0.000382137,0.0001148653],"domain_scores_gemma":[0.9951769,0.002307758,0.001320303,0.0001251554,0.0005408998,0.0005290193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002117436,0.0001628795,0.9206786,0.0002076269,0.00009652436,0.0001178739,0.0003620553,0.0003596544,0.0002869816,0.00369943,0.006023762,0.06779284],"study_design_scores_gemma":[0.000009094772,0.0001079475,0.9864684,0.0001961888,0.0000659592,0.0001159515,0.0007885257,0.0004314051,0.0001958678,0.0009866989,0.01062318,0.00001082487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7664804,0.06686031,0.001289397,0.0115578,0.0006062077,0.0001137747,0.005150903,0.00006077477,0.1478804],"genre_scores_gemma":[0.9698873,0.00824406,0.001104655,0.00047732,0.000114468,0.00001956197,0.0009138445,0.00001422869,0.01922449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1970814,"threshold_uncertainty_score":0.3918685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865450385536339,"score_gpt":0.2063768261057998,"score_spread":0.1777223222504364,"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."}}