{"id":"W1595393049","doi":"10.1080/10903120190939742","title":"THE EFFECTS OF PREHOSPITAL ADVANCED LIFE SUPPORT DRUG TREATMENT ON PATIENT IMPROVEMENT AND IN-HOSPITAL UTILIZATION","year":2001,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Hamilton Health Sciences","funders":"","keywords":"Medicine; Psychological intervention; Emergency department; Emergency medicine; Emergency medical services; Retrospective cohort study; Medical record; Medical emergency; Pediatrics; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005362272,0.0002475136,0.0002942384,0.00008452045,0.0001189215,0.00001051209,0.00006159926,0.00006698656,0.0000228978],"category_scores_gemma":[0.0001837939,0.0001697914,0.0001784732,0.0002126833,0.00006456726,0.0001154108,0.00004989469,0.00009955602,0.000006446495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178714,"about_ca_system_score_gemma":0.0000823835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005690706,"about_ca_topic_score_gemma":0.00004931475,"domain_scores_codex":[0.998464,0.00003554758,0.0004634009,0.0003612056,0.0003773995,0.0002984123],"domain_scores_gemma":[0.9991381,0.00006835819,0.0001584778,0.0003101474,0.0001682382,0.0001566745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001196392,0.001542426,0.5432153,0.0007897836,0.0002742251,0.00007760875,0.03054754,0.0001241815,0.002357878,0.0002288972,0.00108924,0.4185565],"study_design_scores_gemma":[0.004725662,0.0139016,0.9490359,0.0003173203,0.0002065001,0.000001643472,0.009904884,0.00008321447,0.01471133,0.0001288639,0.006539728,0.000443374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874358,0.005240321,0.000005668322,0.0003477569,0.003178649,0.002121807,0.00001377651,0.00003667787,0.001619509],"genre_scores_gemma":[0.9929249,0.006372238,0.0000250779,0.00002324769,0.0001079728,0.0002807592,0.00007891127,0.00002896498,0.0001579851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4181132,"threshold_uncertainty_score":0.6923892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004539717486856193,"score_gpt":0.2513397681017635,"score_spread":0.2468000506149073,"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."}}