{"id":"W4250637924","doi":"10.1016/s0360-3016(04)01363-x","title":"Predictive value of immunohistochemistry with p21, bcl-2 and p53 to pre-operative radiotherapy for patients with rectal cancer","year":2004,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Immunohistochemistry; Biopsy; Brachytherapy; Radiation therapy; Colorectal cancer; Adenocarcinoma; Rectum; Pathology; Cancer; Radiology; Nuclear medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001272979,0.0001573512,0.0004019404,0.00008435861,0.00004780454,0.0000089643,0.0001301304,0.0001057923,0.00001217486],"category_scores_gemma":[0.00007959817,0.0001102514,0.00008680463,0.0001067492,0.0001620973,0.0001383757,0.00002020183,0.0002069452,3.277273e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000729963,"about_ca_system_score_gemma":0.0006723292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003749431,"about_ca_topic_score_gemma":0.000006337154,"domain_scores_codex":[0.9990559,0.00003744479,0.0003712712,0.0001862407,0.0002134597,0.0001357112],"domain_scores_gemma":[0.9980339,0.0001322019,0.0005309959,0.00007065102,0.001124955,0.0001072275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02211491,0.001204181,0.892446,0.00004719596,0.002005929,0.00001724226,0.003744517,0.004479178,0.0369238,0.00209091,0.0001798586,0.03474625],"study_design_scores_gemma":[0.04715436,0.04780743,0.8538739,0.0006448188,0.0006935832,0.0002808916,0.000359613,0.001106757,0.04190571,0.002758868,0.002882365,0.0005317104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854343,0.0004885254,0.01174577,0.001316672,0.0002975258,0.0004618781,0.0001365736,0.000009881596,0.0001088712],"genre_scores_gemma":[0.9933544,0.0002161976,0.005146489,0.000409043,0.0007273617,0.00004280337,0.00004774597,0.00002026813,0.00003566166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04660324,"threshold_uncertainty_score":0.449592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007411296826862476,"score_gpt":0.313227692778547,"score_spread":0.3058163959516845,"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."}}