{"id":"W2794623119","doi":"10.15537/smj.2018.4.22179","title":"Diabetes and driving recommendations among healthcare providers in Saudi Arabia","year":2018,"lang":"en","type":"article","venue":"Saudi Medical Journal","topic":"Diabetes Management and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Health care; Intervention (counseling); Quarter (Canadian coin); Family medicine; Cross-sectional study; Emergency medicine; Medical emergency; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001163242,0.0001212659,0.0001585937,0.0004716577,0.0004338765,0.0006338248,0.0002326079,0.0004287783,0.001872709],"category_scores_gemma":[0.005317232,0.0001714003,0.0001732928,0.0006330956,0.0001660331,0.0004788536,0.0004202878,0.0004100683,0.000133249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008085716,"about_ca_system_score_gemma":0.001195188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03026413,"about_ca_topic_score_gemma":0.02709725,"domain_scores_codex":[0.9992777,0.0002176038,0.000122844,0.00006724743,0.0001877136,0.0001269163],"domain_scores_gemma":[0.9951259,0.0008681831,0.002658359,0.00005595197,0.0008021903,0.0004894053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002149584,0.0000441689,0.9940054,0.0000523716,0.00001658779,0.00005107359,0.001019453,0.00001949003,0.00008342279,0.00001267025,0.0002581102,0.004415918],"study_design_scores_gemma":[0.000006503834,0.00008035878,0.9931167,0.0001130553,0.00001380645,0.000229333,0.005488636,0.0001611083,0.00005102862,0.00001068765,0.0007230853,0.000005616776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984006,0.0004950049,0.00002609013,0.0005034136,0.000007462538,0.000008539913,0.0001244961,0.000001497636,0.0004328625],"genre_scores_gemma":[0.9992062,0.000382364,0.00007966161,0.0001290818,0.000006185569,0.000005766568,0.00009288451,4.85775e-7,0.00009733126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03026413,"threshold_uncertainty_score":0.06017596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406575181887072,"score_gpt":0.3354849206018181,"score_spread":0.3114191687829474,"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."}}