{"id":"W1996021833","doi":"10.1145/2180796.2180816","title":"Everest","year":2012,"lang":"en","type":"article","venue":"ACM SIGHIT Record","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mohawk College","funders":"","keywords":"Computer science; Quality (philosophy); Process management; Test (biology); Knowledge management; Engineering management; Business; Engineering","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":[0.003004864,0.001418392,0.0007648304,0.002024995,0.0009429964,0.002722571,0.002969126,0.001469404,0.08844532],"category_scores_gemma":[0.01042019,0.001093112,0.00137646,0.0008421186,0.000647926,0.00389412,0.004742595,0.002066074,0.06981829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005573969,"about_ca_system_score_gemma":0.001988693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002948112,"about_ca_topic_score_gemma":0.003951035,"domain_scores_codex":[0.9970958,0.0003515158,0.000163787,0.0005717882,0.001463437,0.000353614],"domain_scores_gemma":[0.9959145,0.0009444197,0.00021046,0.001169212,0.001366555,0.0003947356],"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":[0.0007135911,0.0002596321,0.002586948,0.0007564561,0.0001103525,0.0003762158,0.0008066167,0.00134988,0.0141381,0.02427329,0.5930625,0.3615665],"study_design_scores_gemma":[0.00009443905,0.0001192993,0.001286403,0.0001285558,0.00003586017,0.0004635027,0.00007260594,0.004514127,0.007247674,0.006077377,0.9798827,0.00007739571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.0085512,0.002033102,0.2223005,0.001563247,0.001072986,0.001068266,0.0116804,0.5647333,0.186997],"genre_scores_gemma":[0.0755758,0.002419758,0.2830169,0.002707788,0.0004240267,0.001998839,0.08002855,0.1738941,0.3799342],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08844532,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.416988548916593,"score_gpt":0.5028736043823149,"score_spread":0.0858850554657219,"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."}}