{"id":"W2777234619","doi":"10.1111/acem.13366","title":"<scp>RE</scp>: The Hack Index","year":2017,"lang":"en","type":"letter","venue":"Academic Emergency Medicine","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Emergency department; Harm; Recidivism; Reliability (semiconductor); Index (typography); Test (biology); Emergency medicine; Psychiatry; Social psychology; Psychology","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":[0.002679291,0.001708642,0.002105507,0.001932529,0.001821968,0.004031909,0.004896687,0.01464304,0.01534737],"category_scores_gemma":[0.03405537,0.000794552,0.001186373,0.001432387,0.00208883,0.0032861,0.001368839,0.01518328,0.01364744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002511256,"about_ca_system_score_gemma":0.002452029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006799219,"about_ca_topic_score_gemma":0.01030916,"domain_scores_codex":[0.997319,0.0006913676,0.000478598,0.0003371324,0.0009707618,0.0002031221],"domain_scores_gemma":[0.9770805,0.00820908,0.001278007,0.0007493132,0.01107855,0.001604604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000164674,0.000008906357,0.0001996471,0.0001047454,0.000008107707,0.0003046061,0.00001219951,0.00001516906,0.00002500386,0.000118076,0.9954185,0.003768502],"study_design_scores_gemma":[0.00009491816,0.00004501006,0.002674969,0.001440666,0.000043406,0.00301194,0.0001842873,0.0006559241,0.0003745639,0.001564244,0.9898397,0.00007032708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0004190183,0.005276413,0.0003723085,0.5154361,0.4752479,0.00004954753,0.0005223228,0.0002570283,0.002419528],"genre_scores_gemma":[0.002917305,0.003101675,0.0003599468,0.361072,0.6265969,0.00006689505,0.0001907621,0.0001175194,0.005576968],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01534737,"threshold_uncertainty_score":0.05134201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07230760653865397,"score_gpt":0.365327355404801,"score_spread":0.293019748866147,"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."}}