{"id":"W4399196316","doi":"10.5281/zenodo.10012083","title":"MEDICAL-ECONOMIC APPROACH TO MASS SCREENING FOR COLORECTAL CANCER IN THE WILAYA OF BEJAÏA","year":2023,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Olivieri Foods","funders":"","keywords":"Colorectal cancer; Geography; Cancer; Environmental science; Medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004065963,0.0001086977,0.0002449839,0.0001546484,0.0001034214,0.00002810736,0.0004602643,0.00008222269,0.0001561268],"category_scores_gemma":[0.0007027342,0.00009103704,0.000100843,0.0004099105,0.0001102905,0.00006249252,0.00009736201,0.0001723241,0.00001038561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009146917,"about_ca_system_score_gemma":0.0003377278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009281827,"about_ca_topic_score_gemma":0.001443312,"domain_scores_codex":[0.9982386,0.0006341709,0.0003247216,0.0002922809,0.0002677474,0.0002424905],"domain_scores_gemma":[0.9979234,0.001105053,0.0001087441,0.000494158,0.0002465749,0.0001220182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009658833,0.001236642,0.1516534,0.001047351,0.0004586448,0.00002143902,0.07616686,0.002533689,0.05385711,0.06552717,0.0372968,0.609235],"study_design_scores_gemma":[0.008988449,0.00001115014,0.3424917,0.002473139,0.0001463468,0.00003647852,0.003662768,0.4333863,0.1022718,0.0006931236,0.1050488,0.0007899859],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8674405,0.0003746422,0.04584817,0.03327061,0.0001529038,0.001405549,0.0001520971,0.0001051503,0.05125035],"genre_scores_gemma":[0.9841939,0.0002284451,0.01265898,0.0006040118,0.00003224452,0.0002980663,0.0002105897,0.00002288471,0.001750896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.608445,"threshold_uncertainty_score":0.3712383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02563727509060216,"score_gpt":0.278162901973464,"score_spread":0.2525256268828619,"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."}}