{"id":"W2108710051","doi":"10.1373/clinchem.2006.077370","title":"Discovery of Candidate Tumor Markers for Prostate Cancer via Proteomic Analysis of Cell Culture–Conditioned Medium","year":2007,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Prostate cancer; Cancer; Prostate; Cancer research; Cell culture; Biology; Computational biology; Oncology; Medicine; Internal medicine; Genetics","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":[0.0004136777,0.0001886448,0.0005630556,0.00003253484,0.00005384416,0.000009252341,0.0003025705,0.0002090732,0.0001644504],"category_scores_gemma":[0.0001249842,0.0001745028,0.0004607578,0.0003106456,0.0002733933,0.00007172795,0.00006902787,0.0002639164,5.182046e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007032388,"about_ca_system_score_gemma":0.0001187986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003761183,"about_ca_topic_score_gemma":0.00001108875,"domain_scores_codex":[0.998033,0.000006418227,0.00110195,0.0004269545,0.000163043,0.0002686597],"domain_scores_gemma":[0.9980825,0.0002145566,0.0008872685,0.000506865,0.0001974589,0.0001113615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004128049,0.0002235569,0.02247229,0.0006118749,0.0003244816,0.000001251095,0.00002487279,0.00002340432,0.9753063,0.00001275223,0.0003215787,0.0002648538],"study_design_scores_gemma":[0.000679107,0.00002441079,0.0007245432,0.00005830731,0.0006031236,6.598207e-7,0.00006086725,0.0002798737,0.9960871,0.0006936555,0.0005907834,0.0001975382],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787117,0.00007208476,0.01794605,0.00007200959,0.00002194746,0.0004012681,0.001407353,0.00004865362,0.001318924],"genre_scores_gemma":[0.98394,0.000121777,0.01247033,0.00004208474,0.0001278253,0.000426757,0.0005662216,0.00002774969,0.002277226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02174774,"threshold_uncertainty_score":0.7116018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126460816128635,"score_gpt":0.3423870504262437,"score_spread":0.3297409688133802,"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."}}