{"id":"W2532854730","doi":"10.1038/srep35707","title":"Effectiveness evaluation of organized screening for esophageal cancer: a case-control study in Linzhou city, China","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Esophageal cancer; Odds ratio; Confidence interval; Case-control study; Logistic regression; Internal medicine; Cancer; Population; Conditional logistic regression; Cancer screening; Environmental health","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":[0.002694935,0.0006492123,0.0006697768,0.001415298,0.0011349,0.0007370699,0.0007623407,0.0007002108,0.0007713763],"category_scores_gemma":[0.002998742,0.0006851723,0.0008234512,0.001658993,0.0007493622,0.0003975654,0.0005027832,0.0003594699,0.00007611257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001897733,"about_ca_system_score_gemma":0.001714481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04792967,"about_ca_topic_score_gemma":0.04120706,"domain_scores_codex":[0.9977952,0.0007894673,0.0002645237,0.0004689548,0.0004548771,0.0002269928],"domain_scores_gemma":[0.9983259,0.0003235989,0.0005600289,0.0002113907,0.0002812004,0.0002978234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001879953,0.0001324807,0.9976181,0.00002967641,0.0002081663,0.0002065459,0.0002570746,0.00004803891,0.0002232314,0.00002316126,0.00005846806,0.001006984],"study_design_scores_gemma":[0.00006902638,0.0002845282,0.9986302,0.000006184691,0.000188957,0.0001656332,0.0001708067,0.0002938722,0.00006511919,0.00001784147,0.0001020171,0.000005833359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993784,0.0002889991,0.00008584857,0.0000314917,0.000003206989,0.0000428782,0.00005764678,0.000002014079,0.0001095397],"genre_scores_gemma":[0.9995184,0.0001033705,0.0000824927,0.00003040702,0.000006921211,0.00002850798,0.0001278101,9.011853e-7,0.0001011905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04792967,"threshold_uncertainty_score":0.09530139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05043625193356008,"score_gpt":0.3919450245964218,"score_spread":0.3415087726628617,"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."}}