{"id":"W4410586310","doi":"10.1177/11772719251339955","title":"Pre-diagnostic Demographic, Lifestyle, and Health History Factors in Association with Secreted Protein Acidic and Rich in Cysteine (SPARC) Expression in Colorectal Cancer Tissue","year":2025,"lang":"en","type":"article","venue":"Biomarker Insights","topic":"Bone and Dental Protein Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Terry Fox Research Institute; Genome British Columbia; University of British Columbia","funders":"","keywords":"Colorectal cancer; Tissue microarray; Medicine; Immunohistochemistry; Cancer; Internal medicine; Oncology; Prospective cohort study; Pathology; Cancer research","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":[0.0005106883,0.0001903218,0.0001962071,0.0005079568,0.0003180596,0.0004538997,0.0002410249,0.0003706283,0.001217534],"category_scores_gemma":[0.001323752,0.0002171351,0.000294623,0.0006094528,0.0002092245,0.0001870481,0.0002272216,0.0004861549,0.0001776382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002131065,"about_ca_system_score_gemma":0.0002480841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003798777,"about_ca_topic_score_gemma":0.006145057,"domain_scores_codex":[0.9997182,0.0000662602,0.00002237251,0.00007806392,0.00004913973,0.0000659091],"domain_scores_gemma":[0.9986462,0.0002602731,0.0005341669,0.0001093614,0.0001512006,0.0002988563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001989969,0.00002372858,0.9988337,0.000003137212,0.00002277987,0.0000330884,0.00002241155,0.00001093456,0.0005524865,0.000003589614,0.00001616343,0.0002788655],"study_design_scores_gemma":[0.000002106144,0.0000790213,0.9996264,8.66142e-7,0.00001225253,0.00007748151,0.00003689134,0.00005612836,0.00007613986,0.000003732465,0.0000281186,8.947517e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996632,0.00008720904,0.00003917157,0.000009370902,0.000001762915,0.000002848046,0.0001083566,0.000001554168,0.0000865562],"genre_scores_gemma":[0.9996574,0.00002916324,0.00006031749,0.000007072124,0.000002642478,0.000004120321,0.0001336369,9.603666e-7,0.0001045898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003798777,"threshold_uncertainty_score":0.007553339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01700141306764227,"score_gpt":0.2816685685324892,"score_spread":0.2646671554648469,"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."}}