{"id":"W4237982758","doi":"10.24095/hpcdp.31.1.08","title":"Executive summary – Performance monitoring for cervical cancer screening programs in Canada","year":2010,"lang":"en","type":"article","venue":"Chronic diseases in Canada","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cervical cancer; Cervical cancer screening; Monitoring and evaluation; Executive summary; Family medicine; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008320745,0.0001796668,0.0003298666,0.00007164311,0.00007255166,0.00001727568,0.0002237675,0.00004909016,0.0005188332],"category_scores_gemma":[0.00006799104,0.0001704616,0.00004888872,0.0003417023,0.0000584355,0.00008533822,0.00008139553,0.0005601338,3.345051e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009556307,"about_ca_system_score_gemma":0.0529171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997225,"about_ca_topic_score_gemma":0.9999906,"domain_scores_codex":[0.9979348,0.00001648354,0.0002877881,0.0003669343,0.0005952363,0.0007987435],"domain_scores_gemma":[0.9989304,0.0001348885,0.0000392216,0.0002754382,0.0001205877,0.0004994741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002735006,0.00003335951,0.7501411,0.0005458646,0.00001912794,0.00009301778,0.00001596138,0.0001562619,0.00001776814,0.000007420227,0.001653705,0.2470428],"study_design_scores_gemma":[0.002366521,0.00008610856,0.968949,0.0002954604,0.00003066723,0.000003618858,0.0004011461,0.006971394,0.0002858677,0.000009453371,0.02037496,0.0002257875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910641,0.004313982,0.00000506783,0.0007614631,0.001009788,0.000987281,0.0001641797,0.00001468292,0.001679455],"genre_scores_gemma":[0.9979057,0.0002686314,0.00005273797,0.0001812269,0.0006482259,0.0006535322,0.00006503597,0.00003060662,0.0001943025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2468171,"threshold_uncertainty_score":0.9942458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03391018855927471,"score_gpt":0.3090655227703488,"score_spread":0.2751553342110741,"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."}}