{"id":"W2143686890","doi":"10.1186/bcr901","title":"Experimental manipulation of radiographic density in mouse mammary gland","year":2004,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University Health Network; Ontario Institute for Cancer Research","funders":"Canadian Breast Cancer Research Alliance; Susan G. Komen","keywords":"Mammary gland; Mammography; MAMMOGRAPHIC DENSITY; PTEN; Pathology; Histology; Surgical oncology; Breast cancer; Stromal cell; Medicine; In vivo; Biology; Cancer; Internal medicine; Cell biology; Signal transduction; Genetics","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":[0.0003449882,0.00009976685,0.0002050855,0.0008145079,0.00004780116,0.0000282501,0.0001165787,0.00005342096,0.00003452028],"category_scores_gemma":[0.000009423178,0.00009197202,0.00009887621,0.001141114,0.0001906611,0.0002684581,0.00006174114,0.0002526329,0.000004134054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912471,"about_ca_system_score_gemma":0.0001871282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00384734,"about_ca_topic_score_gemma":0.0001218051,"domain_scores_codex":[0.998584,0.00004609231,0.0002010499,0.0002479765,0.0005731698,0.0003477359],"domain_scores_gemma":[0.9994156,0.00002112589,0.00003098873,0.0002468513,0.0001473868,0.0001380142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001779897,0.001242263,0.8120738,0.0002333166,0.00009730424,0.0002839493,0.000544633,0.00008678099,0.1545948,0.00282605,0.0001143861,0.02612286],"study_design_scores_gemma":[0.003101875,0.0001426009,0.9145249,0.0003057618,0.000007136042,0.0005669144,0.0002020634,0.00004913387,0.0803855,0.0005666042,0.00003811169,0.000109432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960584,0.0008345576,0.00007222465,0.00100899,0.00003488653,0.0003195295,0.00002111339,0.00002726185,0.001623014],"genre_scores_gemma":[0.9994841,0.00007928679,0.0001713839,0.00004050567,0.00007233661,0.00003941143,0.00001416206,0.00001552528,0.00008323986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1024511,"threshold_uncertainty_score":0.5816053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04349323848332531,"score_gpt":0.3586363230196951,"score_spread":0.3151430845363698,"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."}}