{"id":"W4413343046","doi":"10.1002/cncr.70056","title":"CodeBreaK or code blue? Assessing sotorasib's vital signs in metastatic colorectal cancer","year":2025,"lang":"en","type":"article","venue":"Cancer","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Panitumumab; Colorectal cancer; Food and drug administration; Intensive care medicine; Cancer; Oncology; Family medicine; Internal medicine; Cetuximab; Pharmacology","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":[0.07778685,0.0004357303,0.001566504,0.001026129,0.0007032496,0.004306593,0.001032034,0.002317912,0.002569872],"category_scores_gemma":[0.2892698,0.0003321964,0.001569431,0.001511436,0.002327101,0.002519725,0.001885234,0.003734015,0.0006884883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001405193,"about_ca_system_score_gemma":0.003426131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00140563,"about_ca_topic_score_gemma":0.002614672,"domain_scores_codex":[0.931517,0.05349161,0.006364472,0.001863527,0.006066747,0.0006966237],"domain_scores_gemma":[0.6621673,0.2450878,0.05196038,0.01794811,0.02043311,0.002403345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03348691,0.00036612,0.04048299,0.0145105,0.003969235,0.0002544865,0.002425202,0.001253811,0.003689377,0.01916,0.133442,0.7469594],"study_design_scores_gemma":[0.02040826,0.0164354,0.1435559,0.04775563,0.009609057,0.002263052,0.002776538,0.00916215,0.02157781,0.1291721,0.59619,0.001094014],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2156326,0.1574233,0.07830995,0.453561,0.02836481,0.00953363,0.01376013,0.001325186,0.04208945],"genre_scores_gemma":[0.7656193,0.02862243,0.075104,0.109735,0.007798313,0.005383594,0.00228396,0.0004855656,0.004967793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07778685,"threshold_uncertainty_score":0.4113811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04648706235650794,"score_gpt":0.398609261880889,"score_spread":0.3521221995243811,"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."}}