{"id":"W4248385243","doi":"10.1503/cmaj.112074","title":"Mirrored","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Vomiting; Medicine; Chart; Abdominal pain; Medical emergency; Multitude; Emergency department; Sick child; Pediatrics; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005055706,0.0006995948,0.0003482135,0.0005739401,0.003190622,0.003272478,0.0008479737,0.001522145,0.4357574],"category_scores_gemma":[0.005117811,0.0002711792,0.0004429011,0.0003932229,0.00112278,0.002534911,0.00227969,0.003552708,0.1677194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001352804,"about_ca_system_score_gemma":0.001344763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01266828,"about_ca_topic_score_gemma":0.02520259,"domain_scores_codex":[0.9993462,0.0001255847,0.0000227885,0.00009653542,0.0002511912,0.0001576985],"domain_scores_gemma":[0.9988127,0.00009381632,0.00005174887,0.0001087863,0.0005473925,0.000385539],"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":[0.00003755916,0.00001200226,0.0002509401,0.00002852888,0.000002518403,0.0002565394,0.0005475054,0.00001986074,0.0001617516,0.005184881,0.9745677,0.01893019],"study_design_scores_gemma":[0.000005587474,0.000008840707,0.0003578534,0.00004537049,0.000001910468,0.0004023156,0.0007668552,0.00002295711,0.0000980097,0.0007527695,0.9975302,0.000007464157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003915929,0.00133658,0.002650957,0.05668418,0.03572714,0.0001168825,0.002317476,0.00139677,0.8958541],"genre_scores_gemma":[0.01801115,0.0006060453,0.001087809,0.014946,0.001548642,0.00004112532,0.0006987592,0.0004374417,0.962623],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4357574,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038143572972038,"score_gpt":0.2680386330079607,"score_spread":0.2576571972782403,"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."}}