{"id":"W4401304859","doi":"10.1093/noajnl/vdae090.093","title":"OCTS-08 MRI SCREENING FOR BRAIN METASTASES AMONG PATIENTS WITH TRIPLE NEGATIVE OR HER2+ STAGE II OR III BREAST CANCER: A MULTI-CENTRE, SINGLE ARM PHASE II CLINICAL TRIAL – THE INSIGHT TRIAL","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; Princess Margaret Cancer Centre; Credit Valley Hospital; Health Sciences Centre; Mount Sinai Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Triple-negative breast cancer; Medicine; Stage (stratigraphy); Breast cancer; Oncology; Clinical trial; Triple negative; Internal medicine; Cancer; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009249237,0.0005829557,0.001394888,0.0001746896,0.0008199548,0.00007473018,0.0002534738,0.0002044092,0.0005911127],"category_scores_gemma":[0.001768943,0.0002901183,0.0004589573,0.0006091432,0.0007230411,0.0004821066,0.0001800147,0.0006450306,0.00000415496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001973904,"about_ca_system_score_gemma":0.0009430982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001268643,"about_ca_topic_score_gemma":0.002526107,"domain_scores_codex":[0.9954998,0.0009528682,0.001176676,0.001138613,0.0005007188,0.0007312711],"domain_scores_gemma":[0.9920238,0.006305498,0.0005917485,0.000475514,0.0002575657,0.0003458388],"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":[0.7390312,0.0180529,0.0004584182,0.00008870184,0.001247243,0.0006678023,0.0007719994,0.00007382906,0.00003697935,0.0000486831,0.005022024,0.2345002],"study_design_scores_gemma":[0.5494149,0.0907696,0.0002017242,0.0001774791,0.001453972,0.00003814794,0.0005698543,0.0007397322,0.0002886176,0.00001350663,0.3560497,0.0002828414],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576933,0.00214694,0.003054975,0.01188933,0.005442238,0.01527754,0.004102888,0.0002936363,0.00009915544],"genre_scores_gemma":[0.9470378,0.001473361,0.02520359,0.008359242,0.00508487,0.004461265,0.0009533243,0.000335686,0.007090847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3510276,"threshold_uncertainty_score":0.9999551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08006028952794149,"score_gpt":0.4076298468926511,"score_spread":0.3275695573647096,"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."}}