{"id":"W6976712675","doi":"10.6084/m9.figshare.12781471","title":"Additional file 3 of Demographic, behavioral, and cardiovascular disease risk factors in the Saudi population: results from the Prospective Urban Rural Epidemiology study (PURE-Saudi)","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Epidemiology; Rural population; Disease; Rural health; Rural area; Risk factor; Incidence (geometry); Public 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009821029,0.0006511764,0.0008585296,0.00142817,0.0007397573,0.0007542532,0.001126275,0.0007138434,0.7347255],"category_scores_gemma":[0.01751479,0.0003818144,0.0006593824,0.002874706,0.0001495512,0.001256288,0.0006690128,0.0006431852,0.05979523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008072497,"about_ca_system_score_gemma":0.001356711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246805,"about_ca_topic_score_gemma":0.01545944,"domain_scores_codex":[0.9994951,0.00009739739,0.0001295269,0.00009923336,0.00009822741,0.00008055852],"domain_scores_gemma":[0.9925085,0.004039617,0.0009863282,0.0004755762,0.001699521,0.0002906017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007859518,0.000232412,0.01664627,0.002571088,0.00008779293,0.0001092113,0.0001211307,0.0003692133,0.0001102907,0.0006008627,0.9637563,0.01460959],"study_design_scores_gemma":[0.01326955,0.0009933378,0.3089587,0.008452818,0.000681378,0.001642653,0.002778457,0.004020961,0.001467047,0.01137729,0.6460366,0.0003212374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001191997,0.00002822131,0.0001522975,0.0001557554,0.00002050488,0.0001819631,0.9969777,0.00008129677,0.001210327],"genre_scores_gemma":[0.04933029,0.0003872256,0.003348292,0.001131526,0.0001936441,0.005124508,0.9202462,0.0002796331,0.01995868],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7347255,"threshold_uncertainty_score":0.3783818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04001893367549557,"score_gpt":0.2526217822991876,"score_spread":0.212602848623692,"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."}}