{"id":"W2613939758","doi":"10.15761/imm.1000276","title":"Comparison between developments of emergency medicine services in Saudi Arabia, compare to USA and Canada","year":2017,"lang":"en","type":"article","venue":"Integrative Molecular Medicine","topic":"Emergency Medicine Education and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Medical emergency; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006934876,0.0003195235,0.001161739,0.0004043212,0.0001602395,0.000003713187,0.0004298518,0.00007739592,0.001229892],"category_scores_gemma":[0.001750099,0.0002085818,0.00003730292,0.0003414683,0.0003910701,0.00006139981,0.000130492,0.0004869197,0.000007274358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001790481,"about_ca_system_score_gemma":0.0005335066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.610725,"about_ca_topic_score_gemma":0.6396901,"domain_scores_codex":[0.9969207,0.0001281151,0.001063835,0.0004566933,0.001037647,0.0003930296],"domain_scores_gemma":[0.9975988,0.0001180979,0.0003665345,0.0006196598,0.0006996728,0.0005972585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007889135,0.00007677278,0.9615213,0.0003739772,0.0001293531,0.00004742045,0.005775927,0.000001162257,0.01592,0.0001957446,0.01334811,0.002531402],"study_design_scores_gemma":[0.001834236,0.00058743,0.9676334,0.002798432,0.00009196304,0.000005686605,0.009338324,0.00004048905,0.006249987,0.0000821463,0.01116136,0.0001765183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489878,0.001507833,0.0003104801,0.03340135,0.0009602521,0.0007112702,0.000009505527,0.000009009156,0.01410247],"genre_scores_gemma":[0.9967054,0.0002436119,0.0003022013,0.0005494532,0.0002701708,0.00003537346,0.0000814997,0.00002325402,0.00178911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04771749,"threshold_uncertainty_score":0.9996831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0844638365997014,"score_gpt":0.445380606465176,"score_spread":0.3609167698654746,"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."}}