{"id":"W2038281990","doi":"10.1136/ip.2010.029215.579","title":"Making good samaritans skilled Samaritans","year":2010,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"First aid; Legislature; Quarter (Canadian coin); Population; Nothing; Law; Public relations; Medical emergency; Political science; Psychology; Business; Medicine; History; Environmental health","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":["insufficient_payload"],"category_scores_codex":[0.001048936,0.0001586137,0.0001946079,0.0001584564,0.0004932106,0.0000269324,0.000236637,0.0002051064,0.003337791],"category_scores_gemma":[0.0001601702,0.0001521915,0.0001236199,0.000188953,0.00003253777,0.000254671,0.0002169926,0.0006697607,0.001274528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006577554,"about_ca_system_score_gemma":0.0001030857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004310873,"about_ca_topic_score_gemma":0.0007052289,"domain_scores_codex":[0.9981002,0.0004105912,0.0004858,0.0003039051,0.0002489966,0.0004505682],"domain_scores_gemma":[0.9990073,0.0001362528,0.0001979779,0.0004987403,0.00007515532,0.00008457014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001244535,0.001314682,0.04008986,0.0007705553,0.0003551114,0.00003599395,0.01124194,0.000002623794,0.04136362,0.4363154,0.1142868,0.3529789],"study_design_scores_gemma":[0.001360805,0.0002279068,0.04241459,0.0003852271,0.0001165583,0.000002281725,0.003041194,0.00006524827,0.0001563884,0.03100316,0.9208515,0.000375111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6542669,0.00002303331,0.006548886,0.001224284,0.003442875,0.001396561,0.00002625221,0.0002928276,0.3327784],"genre_scores_gemma":[0.9245671,0.00001180148,0.002090212,0.0009059904,0.0004060573,0.0002675595,0.00003682638,0.00003454924,0.07167989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8065647,"threshold_uncertainty_score":0.9995031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06085412956591085,"score_gpt":0.4677005644208127,"score_spread":0.4068464348549019,"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."}}