{"id":"W4366351773","doi":"10.1002/cjp2.319","title":"Cell‐by‐cell quantification of the androgen receptor in benign and malignant prostate leads to a better understanding of changes linked to cancer initiation and progression","year":2023,"lang":"en","type":"article","venue":"The Journal of Pathology Clinical Research","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Prostate Cancer Canada; McGill University","keywords":"Prostate cancer; Androgen receptor; Androgen deprivation therapy; Medicine; Prostate; Androgen; Hormonal therapy; Cancer research; Immunohistochemistry; Prostatectomy; Cancer; Internal medicine; Pathology; Endocrinology; Hormone","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007981025,0.00007218088,0.0003016006,0.0003138075,0.00008877231,0.000009284234,0.000143789,0.0001086478,0.00001086027],"category_scores_gemma":[0.0006877101,0.00003606651,0.00003720059,0.000664091,0.0004064624,0.00003516414,0.0001695299,0.0005251534,0.000002759162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008697328,"about_ca_system_score_gemma":0.000214247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000171687,"about_ca_topic_score_gemma":0.00003628825,"domain_scores_codex":[0.9975727,0.001009836,0.0005226461,0.0001616725,0.0004658347,0.0002673462],"domain_scores_gemma":[0.9980429,0.00110156,0.0002121039,0.0001779552,0.0003326418,0.0001327816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003733783,0.0002240735,0.3452081,0.0002488045,0.00002691317,0.00003639549,0.004798768,0.000007411977,0.6337584,0.00001330104,0.00345325,0.00849088],"study_design_scores_gemma":[0.008642293,0.01244076,0.5712112,0.002655174,0.0001548041,0.00005785288,0.007203222,0.0001939714,0.3952181,0.001239367,0.0007917684,0.0001914481],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645809,0.001339928,0.00002299684,0.0330813,0.00007213512,0.000850133,0.00002685308,0.000002448045,0.00002333481],"genre_scores_gemma":[0.9910762,0.008432034,0.00008573604,0.0001144238,0.00005112691,0.00002768484,0.000004309894,0.000009629312,0.0001988866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2385402,"threshold_uncertainty_score":0.276608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3156840177308059,"score_gpt":0.5111032720403144,"score_spread":0.1954192543095085,"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."}}