{"id":"W2266547135","doi":"10.1200/jco.2005.23.16_suppl.571","title":"Carbonic anhydrase IX (CA IX) as a predictive marker for benefit from post-mastectomy adjuvant locoregional radiation (RT): Results from the British Columbia (BC) Randomized Radiation Trial","year":2005,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Randomized controlled trial; Internal medicine; Breast cancer; Oncology; Context (archaeology); Population; Tissue microarray; Mastectomy; Radiation therapy; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00342855,0.0004900589,0.001278582,0.0002232592,0.000201264,0.0005521367,0.000359399,0.0006978037,0.001767951],"category_scores_gemma":[0.004227005,0.000152453,0.001132702,0.0003185549,0.0005233251,0.0002328215,0.0002481369,0.0009031813,0.0001860215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007748599,"about_ca_system_score_gemma":0.0009473432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005103492,"about_ca_topic_score_gemma":0.008697165,"domain_scores_codex":[0.9985476,0.001056988,0.0000697129,0.0001192821,0.000124854,0.0000814808],"domain_scores_gemma":[0.996803,0.001644681,0.0006661815,0.0002295621,0.0002268017,0.0004296981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8909612,0.001157728,0.04155188,0.0009840018,0.004358411,0.00006359764,0.00008037119,0.001029365,0.002591647,0.0001338244,0.001631612,0.05545643],"study_design_scores_gemma":[0.4876767,0.08527613,0.3847183,0.0006844392,0.02562967,0.0003810097,0.0001370295,0.004369859,0.002335975,0.000911275,0.007785255,0.00009432236],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819889,0.01468387,0.0002759166,0.0007865306,0.00009026854,0.0003378983,0.000529956,0.00001652422,0.001290138],"genre_scores_gemma":[0.9944097,0.002759669,0.0003236864,0.0004414355,0.0001306987,0.0002266595,0.0008121116,0.000006222117,0.0008897387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9948965,"threshold_uncertainty_score":0.01813209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02172200351452356,"score_gpt":0.3334008885662346,"score_spread":0.311678885051711,"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."}}