{"id":"W2118205679","doi":"10.3109/10903120903349754","title":"Evidence-Based Optimization of Urban Firefighter First Response to Emergency Medical Services 9-1-1 Incidents","year":2009,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Associated Medical Services; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Emergency medical services; Psychological intervention; Medical emergency; Cardiopulmonary resuscitation; Emergency medicine; Resuscitation","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":[],"consensus_categories":[],"category_scores_codex":[0.01278342,0.001175935,0.00226198,0.00138754,0.0002520026,0.001985524,0.002171116,0.001203205,0.002486133],"category_scores_gemma":[0.0501195,0.0007185216,0.002124087,0.0009067881,0.0004644514,0.0007147122,0.0009852017,0.0009463094,0.0002671225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003802848,"about_ca_system_score_gemma":0.005776384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009676999,"about_ca_topic_score_gemma":0.008064794,"domain_scores_codex":[0.9883224,0.009025192,0.0007920641,0.0008645513,0.0007836304,0.000212182],"domain_scores_gemma":[0.9734221,0.02053856,0.004178086,0.0004210735,0.001081918,0.0003582192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.002585891,0.0008589944,0.05380844,0.007002442,0.006109381,0.0001629001,0.0001536989,0.8248546,0.0002006028,0.00184425,0.001499974,0.1009188],"study_design_scores_gemma":[0.002460839,0.005494636,0.03722482,0.004192581,0.006071012,0.0001596641,0.0002789583,0.9354563,0.0008636951,0.004543645,0.00318743,0.00006642062],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7883456,0.04125157,0.1434387,0.008544147,0.0003376505,0.004045356,0.004283623,0.0006432306,0.009110053],"genre_scores_gemma":[0.9776396,0.003332515,0.01735159,0.0002682831,0.00003369133,0.0005020262,0.000599696,0.00001624344,0.0002563919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01278342,"threshold_uncertainty_score":0.06760603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0401432993539473,"score_gpt":0.4030330636003582,"score_spread":0.362889764246411,"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."}}