{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001880104,0.0001438585,0.0003230002,0.0008668627,0.001872723,0.00107227,0.001113363,0.0003528885,0.002584065],"category_scores_gemma":[0.01511567,0.0002634136,0.0006485945,0.003307576,0.0005389585,0.000333563,0.0009031567,0.0009071188,0.0001468428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02399508,"about_ca_system_score_gemma":0.04667947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9787782,"about_ca_topic_score_gemma":0.9911304,"domain_scores_codex":[0.9973049,0.0005153952,0.0002278434,0.0002271348,0.001070798,0.0006538709],"domain_scores_gemma":[0.983205,0.002025574,0.00591965,0.0005546754,0.004518431,0.003776585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005537307,0.00001686142,0.9923403,0.00004099149,0.00004037554,0.0000423541,0.0001550795,0.0001067235,0.00003108279,0.00009326636,0.003564381,0.003513226],"study_design_scores_gemma":[0.00002251413,0.0000208257,0.9961479,0.0001076141,0.00004478178,0.00007727664,0.0006777791,0.0005074485,0.0000427802,0.00003519232,0.00230612,0.000009795574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635948,0.002112377,0.0003362403,0.01102613,0.0000707031,0.0002238566,0.01247675,0.00002657769,0.01013252],"genre_scores_gemma":[0.9948261,0.000765108,0.0005661567,0.0009058322,0.00001755842,0.00003334528,0.002147379,0.00001116715,0.0007273817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02399508,"threshold_uncertainty_score":0.1740973,"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."}}