{"id":"W4322769985","doi":"10.1158/1538-7445.sabcs22-tc1-3-1","title":"Abstract TC1-3-1: Ki 67 Ki67 – a clinically relevant biomarker or just <i>nice to have</i> information?","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Internal medicine; Breast cancer; Oncology; Biomarker; Population; Cohort; Cancer; Clinical trial","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":[0.00622844,0.0008338765,0.001579615,0.00203034,0.000741035,0.005523371,0.00199605,0.003666963,0.03220557],"category_scores_gemma":[0.03522686,0.0003674895,0.001271343,0.001762933,0.001956237,0.00373462,0.001500897,0.005739761,0.02190397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003009684,"about_ca_system_score_gemma":0.003283434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005194886,"about_ca_topic_score_gemma":0.004785629,"domain_scores_codex":[0.9951767,0.001804311,0.0007579807,0.00031657,0.001581032,0.0003634477],"domain_scores_gemma":[0.9702417,0.005462754,0.003335059,0.001407678,0.01614321,0.003409446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007169216,0.00004259059,0.002852326,0.001293346,0.00006945761,0.000276897,0.00005439377,0.0001182269,0.0008653472,0.002701979,0.8691672,0.1218413],"study_design_scores_gemma":[0.0004080684,0.0005288912,0.007676972,0.006727465,0.0002956792,0.002060029,0.0003997803,0.0006641308,0.002984759,0.01448152,0.9635952,0.000177551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009817097,0.1193148,0.006701265,0.7412173,0.04462755,0.0004434217,0.01150509,0.001662638,0.06471086],"genre_scores_gemma":[0.205297,0.1196246,0.03006178,0.4675984,0.06599661,0.001386468,0.02581251,0.002156723,0.08206597],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03220557,"threshold_uncertainty_score":0.1077384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2118287432103727,"score_gpt":0.5158105906984785,"score_spread":0.3039818474881057,"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."}}