{"id":"W2032473520","doi":"10.1186/1471-2407-10-304","title":"Adherence to cancer screening guidelines across Canadian provinces: an observational study","year":2010,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"McGill University; University of Washington","keywords":"Observational study; Medicine; Surgical oncology; Family medicine; Cancer; Environmental health; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005357215,0.0002455847,0.0003349651,0.00009486556,0.0003222453,0.0001104858,0.0003527102,0.0001166038,0.001315096],"category_scores_gemma":[0.0003475863,0.0002189528,0.00007486274,0.0005053346,0.0000615461,0.0003719112,0.00007164739,0.0003579818,0.00003350317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003533004,"about_ca_system_score_gemma":0.003491448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8301926,"about_ca_topic_score_gemma":0.9914584,"domain_scores_codex":[0.9975703,0.00002893511,0.0004579754,0.0006016601,0.0006598973,0.0006811795],"domain_scores_gemma":[0.9974919,0.0000303205,0.0001065286,0.0005010304,0.0009889177,0.0008813183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001837365,0.00004419185,0.9464279,0.00002011942,0.00003457905,0.00002382334,0.001114456,0.0009932563,0.001297883,0.00004513156,0.00706429,0.04275067],"study_design_scores_gemma":[0.001011342,0.0005263145,0.9418419,0.0002486128,0.00006430483,0.0000143951,0.002816237,0.00155399,0.0002689729,0.00001811046,0.05128791,0.0003479113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944957,0.0003454251,0.0003247075,0.001960895,0.0008884575,0.001118012,0.0002172175,0.00008505733,0.0005645654],"genre_scores_gemma":[0.9769701,0.00001528767,0.01165786,0.006874085,0.001796863,0.0007477087,0.00002867754,0.00003686002,0.001872606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1612659,"threshold_uncertainty_score":0.9995978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5699310383089289,"score_gpt":0.5273482547777143,"score_spread":0.04258278353121459,"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."}}