{"id":"W2130790479","doi":"10.1016/j.cdp.2004.07.002","title":"Influence of direct referrals on time to diagnosis after an abnormal breast screening result","year":2004,"lang":"en","type":"article","venue":"Cancer Detection and Prevention","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"Health Canada","keywords":"Referral; Medicine; Cohort; Cohort study; Pediatrics; Population; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002131086,0.0001076941,0.0001778847,0.0001180983,0.00006803658,0.00001683002,0.00003720894,0.00007201155,0.0001954206],"category_scores_gemma":[0.00003643176,0.0001005193,0.00005509187,0.0002406952,0.00002836786,0.0002720186,0.00001751192,0.0001052605,0.00002053954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001072339,"about_ca_system_score_gemma":0.00003944131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007576526,"about_ca_topic_score_gemma":0.0003056823,"domain_scores_codex":[0.9991271,0.00004117517,0.0002171417,0.0002491037,0.0002152928,0.0001501488],"domain_scores_gemma":[0.999483,0.00001233893,0.00008129551,0.0001530353,0.0001205445,0.0001497595],"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":[0.01010485,0.0001895452,0.03954769,0.0002026865,0.0001361056,0.0000282299,0.0008292642,0.03090259,0.05607386,0.00003072613,0.0001789681,0.8617755],"study_design_scores_gemma":[0.001306644,0.001803372,0.937647,0.001670459,0.000098303,0.00006064058,0.000047356,0.00006455679,0.05531016,0.0001284979,0.001690671,0.0001723307],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997848,0.0001991807,0.0006000272,0.000320897,0.00004049587,0.0002835926,0.00002377783,0.00004526625,0.000638786],"genre_scores_gemma":[0.9983657,0.00008809631,0.0003157508,0.0005099807,0.0001195779,0.0002267739,0.000004911109,0.00001056961,0.0003586483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8980993,"threshold_uncertainty_score":0.4099058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04313695386545061,"score_gpt":0.3398569446324194,"score_spread":0.2967199907669689,"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."}}