{"id":"W2944359344","doi":"10.1158/1538-7445.sabcs18-p3-11-03","title":"Abstract P3-11-03: Validation of CIN4 in the DBCG 89D clinical cohort","year":2019,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Anthracycline; Internal medicine; Oncology; Medicine; Proportional hazards model; Cohort; Breast cancer; Hazard ratio; Cancer; Confidence interval","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":[0.00145677,0.0002780601,0.0004819597,0.0007199356,0.0005960498,0.0007975594,0.0008203821,0.000509009,0.002434928],"category_scores_gemma":[0.00282584,0.0001553948,0.0003826153,0.000770828,0.0003946764,0.0001720901,0.0008431085,0.0005386693,0.0009845382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008592959,"about_ca_system_score_gemma":0.0008216493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00911934,"about_ca_topic_score_gemma":0.009329436,"domain_scores_codex":[0.9991136,0.0002044852,0.0000815091,0.0002373244,0.0002328966,0.0001302386],"domain_scores_gemma":[0.9984812,0.0002893999,0.0003373914,0.0002944384,0.0003379648,0.0002596255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007917382,0.0002934787,0.9603704,0.0001150359,0.0002150765,0.0004225422,0.0001846849,0.000644787,0.01272442,0.0001420878,0.003960555,0.01300948],"study_design_scores_gemma":[0.0004149833,0.001301354,0.9828232,0.00002886022,0.0001678386,0.001173875,0.0001334862,0.0008522716,0.005164605,0.0001041211,0.007817476,0.00001789773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894032,0.0003099887,0.000412771,0.0001294107,0.00001565774,0.0001725196,0.007751654,0.00002286244,0.001781755],"genre_scores_gemma":[0.9860159,0.00007112022,0.0004687328,0.000147659,0.00001687387,0.0001993895,0.01213156,0.00002213392,0.0009265972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00911934,"threshold_uncertainty_score":0.01813251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07944753603182644,"score_gpt":0.4481609004058387,"score_spread":0.3687133643740123,"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."}}