{"id":"W3012377933","doi":"10.1136/bmj.m954","title":"Writing to patients can cause upset","year":2020,"lang":"en","type":"letter","venue":"BMJ","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Upset; Computer science; Data science; World Wide Web; Medicine; Information retrieval; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001391388,0.000268365,0.0004060617,0.0003154553,0.0001338233,0.0001797673,0.0003753975,0.0004994096,0.00009906816],"category_scores_gemma":[0.0002959184,0.0002633476,0.0000815433,0.0004001584,0.00001751626,0.0001183117,0.0003343788,0.0009037757,0.001713952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006445251,"about_ca_system_score_gemma":0.00004493913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008676951,"about_ca_topic_score_gemma":0.0009749703,"domain_scores_codex":[0.9981573,0.00001599148,0.0005182792,0.0004668575,0.0003365161,0.0005050488],"domain_scores_gemma":[0.9990476,0.00002403151,0.0003207262,0.0003971479,0.0001918321,0.00001862081],"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":[0.000001874392,0.000004971991,0.01138552,0.0006458553,0.00002095218,0.0003904636,0.00001316256,1.711e-7,6.812358e-7,0.0002138064,0.9803516,0.006970889],"study_design_scores_gemma":[0.0001460713,0.00001020663,0.001977072,0.0001737743,0.00002131083,0.000001981561,0.00002001952,0.00001308291,5.922041e-7,0.0001817658,0.9971468,0.0003073479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007850362,0.00001235492,0.00001358453,0.9811806,0.00137082,0.0009458901,0.00005206048,0.0003728353,0.008201471],"genre_scores_gemma":[0.03881343,0.000001031691,0.00007064833,0.9341686,0.02562866,0.0001254744,0.0005424034,0.000082331,0.0005674397],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04701205,"threshold_uncertainty_score":0.9999819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03889964931436802,"score_gpt":0.2782812954786212,"score_spread":0.2393816461642532,"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."}}