{"id":"W4205355488","doi":"10.53876/001c.31017","title":"Think Globally, Start Locally: Value-Based Breast Cancer Care for Newly Diagnosed Patients in A Safety-Net Medical Center","year":2022,"lang":"en","type":"article","venue":"International Journal of Cancer Care and Delivery","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Breast cancer; Cohort; Hazard ratio; Internal medicine; Cancer; Asymptomatic; Oncology; Population; Metastatic breast cancer; Pertuzumab; 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":[0.002860827,0.0001822714,0.0001414846,0.0002968948,0.00073677,0.001740515,0.0006128618,0.0003785635,0.00389067],"category_scores_gemma":[0.006817756,0.0001662,0.0003036116,0.000378635,0.0005530324,0.0008679992,0.002033858,0.0007095669,0.0002544995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002725795,"about_ca_system_score_gemma":0.006181587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003548995,"about_ca_topic_score_gemma":0.0101973,"domain_scores_codex":[0.9986151,0.0006532488,0.00007967159,0.0000899107,0.0003346009,0.0002274139],"domain_scores_gemma":[0.994698,0.000882534,0.001365146,0.0001114038,0.0002951423,0.002647747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001363085,0.004510318,0.7101052,0.0005710953,0.0002409107,0.0001887941,0.001365828,0.001294455,0.00101336,0.001236975,0.02063239,0.2574776],"study_design_scores_gemma":[0.001722462,0.01652215,0.9180936,0.00104435,0.0003009606,0.0006905241,0.01031768,0.005833481,0.002134964,0.002757763,0.04050494,0.00007721682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787081,0.0005787511,0.0007789969,0.01047522,0.00008790233,0.0003353953,0.0002819478,0.00007031937,0.008683496],"genre_scores_gemma":[0.9940952,0.0004514405,0.002273039,0.001948585,0.0001088544,0.0001945076,0.0002778718,0.000009636188,0.0006407507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00389067,"threshold_uncertainty_score":0.01977712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00511604638150094,"score_gpt":0.2650832069386311,"score_spread":0.2599671605571302,"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."}}