{"id":"W2954554512","doi":"10.3747/co.26.4289","title":"Screening for New Primary Cancers in Patients with Metastatic Breast Cancer: A Provincial Analysis of the Choosing Wisely Canada Recommendations","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Metastatic breast cancer; Breast cancer; Cancer; Internal medicine; Sigmoidoscopy; Mammography; Oncology; Disease; Cancer screening; Colorectal cancer; Colonoscopy; Gynecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001098487,0.0001268871,0.0005527704,0.0001764775,0.00004924256,0.000004305765,0.0001165573,0.0000312909,0.0002766772],"category_scores_gemma":[0.00002299087,0.00008964288,0.0001001283,0.0006267634,0.00004134828,0.00007638116,0.00003342518,0.000186655,1.716345e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002622659,"about_ca_system_score_gemma":0.009363257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2066625,"about_ca_topic_score_gemma":0.683617,"domain_scores_codex":[0.9989063,0.00005983444,0.000340392,0.0002427148,0.0002100306,0.0002407448],"domain_scores_gemma":[0.9991623,0.0001194705,0.0002753834,0.0002017033,0.0001471916,0.00009401947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009384711,0.0001088289,0.7923781,0.0001298178,0.0005555648,3.709225e-7,0.0002261691,0.0008500511,0.00001968354,0.000006277573,0.00354613,0.2012406],"study_design_scores_gemma":[0.00655787,0.0002460297,0.9597043,0.0001726832,0.001380336,0.00000103205,0.0001174425,0.002370935,0.00001581217,0.000002277118,0.02931558,0.0001157255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937614,0.0002677771,0.0003211496,0.002490763,0.0007698531,0.00146099,0.0006785964,0.000006045664,0.0002434101],"genre_scores_gemma":[0.9967207,0.00004178772,0.001252663,0.001080724,0.00008526406,0.0001115866,0.0005263651,0.00001954324,0.0001613535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4769545,"threshold_uncertainty_score":0.9962527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0476292123572345,"score_gpt":0.3429362101541655,"score_spread":0.295306997796931,"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."}}