{"id":"W3122707718","doi":"10.1002/1348-9585.12195","title":"Emergency physician attitudes towards illness verification (sick notes)","year":2021,"lang":"en","type":"article","venue":"Journal of Occupational Health","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; University of Toronto; University Health Network","funders":"Atkinson Foundation","keywords":"Sick leave; Legislation; Medicine; Family medicine; Public health; Health care; Medical emergency; Nursing; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002932272,0.0001134725,0.0001219974,0.0005297349,0.001395776,0.000923859,0.0004993406,0.000786614,0.007481016],"category_scores_gemma":[0.02413223,0.0001713659,0.0001996598,0.0005109279,0.00112619,0.000612243,0.0008468872,0.0008894315,0.0004650539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005401292,"about_ca_system_score_gemma":0.007726031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3390266,"about_ca_topic_score_gemma":0.4199538,"domain_scores_codex":[0.9972988,0.0006202084,0.0002047542,0.0001635778,0.001264311,0.0004483311],"domain_scores_gemma":[0.9771409,0.005962795,0.007751741,0.0004707627,0.004722459,0.003951237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001915096,0.0001676831,0.9239179,0.0003737263,0.0000320291,0.0008342492,0.01889223,0.0001723602,0.0008736239,0.0003213702,0.01391376,0.04030953],"study_design_scores_gemma":[0.00001662567,0.0001297101,0.9669647,0.000314845,0.00001307945,0.00069831,0.01358092,0.0001596735,0.000162763,0.00007061972,0.01786852,0.00002021792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653739,0.0009698182,0.0002642909,0.01375759,0.0001229414,0.00008975183,0.0003342491,0.00002868718,0.01905873],"genre_scores_gemma":[0.9951752,0.0006047228,0.0002861037,0.002028888,0.0000526364,0.00001532094,0.00009061457,0.000005972827,0.001740478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3390266,"threshold_uncertainty_score":0.6741064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08596951710268862,"score_gpt":0.4386253208398065,"score_spread":0.3526558037371179,"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."}}