{"id":"W2089434848","doi":"10.1002/1096-9896(2000)9999:9999<::aid-path744>3.0.co;2-q","title":"Nuclear cytometric changes in breast carcinogenesis","year":2001,"lang":"en","type":"article","venue":"The Journal of Pathology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"KWF Kankerbestrijding","keywords":"Ductal carcinoma; Pathology; Breast cancer; Hyperplasia; Atypical hyperplasia; Carcinoma in situ; Carcinogenesis; Carcinoma; Cancer; Medicine; Biology; Internal medicine","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":[0.0003740589,0.0002828905,0.0001502065,0.001251145,0.0002759255,0.0003886909,0.0002031529,0.0003221575,0.001543339],"category_scores_gemma":[0.0007922752,0.0001415163,0.0001365583,0.0005503611,0.0004845243,0.0004420257,0.0003376746,0.0002887041,0.0004389779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004625223,"about_ca_system_score_gemma":0.0002061978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006685357,"about_ca_topic_score_gemma":0.0006396113,"domain_scores_codex":[0.999689,0.00005693774,0.00002075901,0.00007435109,0.0001309642,0.00002804797],"domain_scores_gemma":[0.9995803,0.0001125685,0.0001194248,0.00003337545,0.0001176042,0.00003674214],"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":[0.0001564778,0.00002767381,0.02162797,0.00008948272,0.00001321723,0.00007069417,0.0001893125,0.0002217174,0.9620498,0.0004040427,0.00004457856,0.01510509],"study_design_scores_gemma":[0.00001503476,0.0005732806,0.3253364,0.00005051015,0.00006329364,0.002061677,0.0005526741,0.00290037,0.6606225,0.001179478,0.006601378,0.00004336427],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643673,0.005368899,0.02502935,0.00008613704,0.00002618857,0.00006321735,0.0002420805,0.0001709493,0.00464577],"genre_scores_gemma":[0.9869687,0.001468513,0.009325298,0.0000439506,0.00001492107,0.00005699717,0.0002558957,0.00001942148,0.001846382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001543339,"threshold_uncertainty_score":0.005163014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222548852486351,"score_gpt":0.2476384287493122,"score_spread":0.2354129402244487,"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."}}