{"id":"W2100765498","doi":"10.1017/s1049023x00000121","title":"The Value of EMS Experience when Applying to Medical School?","year":2002,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Medical Education and Admissions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respondent; Technician; Likert scale; Emergency medical services; Psychology; Medical emergency; Medicine; Rating scale; Medical education; Family medicine; Engineering; Political science","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":[0.002295219,0.0001378833,0.0001759805,0.0006770029,0.001010044,0.001737535,0.0003224887,0.0005842263,0.003972608],"category_scores_gemma":[0.01902229,0.0001186523,0.0002837846,0.0004814347,0.00114823,0.0007744237,0.001216209,0.0008305174,0.0003778104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001821876,"about_ca_system_score_gemma":0.002716121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006039657,"about_ca_topic_score_gemma":0.01567691,"domain_scores_codex":[0.9969692,0.001197409,0.0001669844,0.00007986065,0.0009070786,0.0006796012],"domain_scores_gemma":[0.98348,0.003063916,0.005664492,0.0001717835,0.002454607,0.005165295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001346659,0.0001965988,0.9422657,0.0001591476,0.00004221634,0.0005406346,0.01815027,0.0001287179,0.0006454309,0.0003541517,0.002854932,0.03452754],"study_design_scores_gemma":[0.000009367843,0.0003382363,0.9164153,0.0002207184,0.0000228209,0.000772594,0.07490945,0.0001842654,0.0004194336,0.0001717459,0.006511707,0.00002442891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935645,0.0002457192,0.00008877481,0.002322727,0.00003990092,0.000009044898,0.0000348262,0.0000049242,0.003689477],"genre_scores_gemma":[0.9993405,0.0001510435,0.00006059785,0.0001796966,0.00002101703,0.000003183141,0.000017434,0.000001380719,0.0002252104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006039657,"threshold_uncertainty_score":0.01328975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02875984783978955,"score_gpt":0.3175865997674677,"score_spread":0.2888267519276781,"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."}}