{"id":"W6942254377","doi":"10.1371/journal.pone.0207468.t003","title":"Performance measures of the Ontario Health Insurance Plan physician billing claims for identifying infectious syndromes compared to electronic medical records.","year":2018,"lang":"en","type":"dataset","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Health plan; Health insurance; Medical insurance; Infectious disease (medical specialty); Medical record","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":[0.001483913,0.001286255,0.001203889,0.002809162,0.0009855875,0.001402855,0.003102254,0.001488668,0.01864521],"category_scores_gemma":[0.01235001,0.0004420954,0.001593139,0.004718573,0.0004517899,0.0006182683,0.001384137,0.001187029,0.008909219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008031862,"about_ca_system_score_gemma":0.009992609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7240115,"about_ca_topic_score_gemma":0.8774682,"domain_scores_codex":[0.9986024,0.000141065,0.0001549252,0.0003212479,0.0005630866,0.0002173262],"domain_scores_gemma":[0.9926376,0.001301589,0.001405041,0.0007072858,0.003094037,0.0008544287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002268018,0.00004131589,0.01887777,0.0008091225,0.0001888325,0.0000229686,0.00003850785,0.0004559595,0.00007328345,0.0003283869,0.9755974,0.003339676],"study_design_scores_gemma":[0.001378829,0.00008737152,0.3856718,0.001390642,0.000634964,0.0001778645,0.0003358469,0.004322086,0.0005052053,0.001102121,0.6042741,0.0001191776],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001211916,0.0001499758,0.00003074747,0.0001578777,0.00001784295,0.0000153766,0.9976405,0.00007894031,0.0006967213],"genre_scores_gemma":[0.003892139,0.00007979261,0.0001813656,0.00006287765,0.00001527593,0.00006712198,0.994601,0.00002319574,0.001077247],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2759885,"threshold_uncertainty_score":0.5552276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07757958976376865,"score_gpt":0.2756477496777668,"score_spread":0.1980681599139982,"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."}}