{"id":"W2766087686","doi":"10.3747/co.24.3767","title":"Coordination of Radiologic and Clinical Care Reduces the Wait Time to Breast Cancer Diagnosis","year":2017,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency; Providence Health Care","funders":"Ministry of Health, British Columbia; Providence Health Care","keywords":"Medicine; Breast cancer; Medical diagnosis; Presentation (obstetrics); Cancer; Patient care; Retrospective cohort study; General surgery; Surgery; Radiology; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001572612,0.0001468726,0.0002168389,0.0005794803,0.0004301223,0.0008813059,0.0004256883,0.0003136688,0.002952303],"category_scores_gemma":[0.01242605,0.0001726697,0.0002454008,0.0004318373,0.0002080042,0.0004517695,0.00117294,0.0005156177,0.0003159091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00148107,"about_ca_system_score_gemma":0.002610071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009121904,"about_ca_topic_score_gemma":0.01198124,"domain_scores_codex":[0.9984522,0.0006551271,0.000145213,0.0001508055,0.000297435,0.0002992291],"domain_scores_gemma":[0.9935592,0.001292066,0.003065948,0.0001739296,0.0005081063,0.001400736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005940382,0.001152536,0.8410344,0.0002104763,0.0001165873,0.0003066757,0.001272356,0.00121675,0.001623608,0.0004378482,0.009644927,0.1423898],"study_design_scores_gemma":[0.000107997,0.001081918,0.9894124,0.0001058084,0.00005611973,0.0006200792,0.001083801,0.00169342,0.0004242272,0.0001995637,0.005199064,0.0000156389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870689,0.002068276,0.001897179,0.002686122,0.00009302218,0.0001079177,0.000156239,0.0001263374,0.00579592],"genre_scores_gemma":[0.9969014,0.0003458354,0.001842192,0.0002005008,0.00006199157,0.00005502209,0.0001664443,0.00001129929,0.0004152899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009121904,"threshold_uncertainty_score":0.01813757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2569919275654303,"score_gpt":0.5197153183408928,"score_spread":0.2627233907754625,"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."}}