{"id":"W6977086818","doi":"10.60692/qapgf-70m06","title":"CanScreen5, a global repository for breast, cervical and colorectal cancer screening programs","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Cancer Care Ontario; CancerCare Manitoba; Canadian Respiratory Research Network; Alberta Cancer Foundation","funders":"","keywords":"Quality assurance; Christian ministry; Colorectal cancer screening; Colorectal cancer; Cervical cancer screening; Cervical screening; Cancer screening; Cervical cancer","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":[0.01340696,0.001225545,0.001459429,0.03032401,0.0009232448,0.003793383,0.003258797,0.001198802,0.03156762],"category_scores_gemma":[0.05765953,0.0008586494,0.001157248,0.03636684,0.0006784681,0.003744629,0.003886832,0.001261755,0.01006483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003197587,"about_ca_system_score_gemma":0.01519941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03257725,"about_ca_topic_score_gemma":0.02665972,"domain_scores_codex":[0.9917819,0.00249636,0.00193378,0.001281362,0.002021975,0.0004845382],"domain_scores_gemma":[0.9218644,0.023978,0.01217249,0.01290894,0.02021111,0.008865039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001328328,0.000333516,0.1153417,0.006816661,0.0005929057,0.0003035257,0.001546377,0.003875393,0.001004133,0.009027896,0.6508597,0.2089699],"study_design_scores_gemma":[0.0006407038,0.0003588164,0.1560003,0.00443618,0.0006577433,0.000392,0.001138977,0.004818483,0.002956863,0.005084404,0.8232397,0.0002758282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.009568604,0.001234222,0.005597466,0.001162117,0.0001173282,0.001108628,0.9621972,0.00534932,0.01366516],"genre_scores_gemma":[0.03416419,0.0009559409,0.01608931,0.0003663121,0.0001033243,0.001251823,0.9427613,0.0009275773,0.003380288],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03257725,"threshold_uncertainty_score":0.1056042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07393324132827574,"score_gpt":0.2940294252275232,"score_spread":0.2200961838992475,"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."}}