{"id":"W3206302360","doi":"10.1145/3472714.3473669","title":"Communication and Algorithmic Decision Making in a Virtual Healthcare Context","year":2021,"lang":"en","type":"article","venue":"","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Science Foundation","keywords":"Health care; Accountability; Context (archaeology); Computer science; Track (disk drive); Qualitative research; Knowledge management; Human–computer interaction; Data science; Sociology; Political science","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":[0.01747994,0.0004487962,0.0004436213,0.001337365,0.008103325,0.00827775,0.001581324,0.002316297,0.002183431],"category_scores_gemma":[0.03677575,0.0004780901,0.0002986447,0.001011724,0.02095514,0.00849305,0.006919119,0.00360811,0.0001834378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003344378,"about_ca_system_score_gemma":0.004589766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002658267,"about_ca_topic_score_gemma":0.001922993,"domain_scores_codex":[0.9371337,0.05681545,0.0006569985,0.001002194,0.002257346,0.002134324],"domain_scores_gemma":[0.9433836,0.0499079,0.002618028,0.001003431,0.001150592,0.001936531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003133785,0.00004273743,0.002306834,0.0001097568,0.000005849103,0.0007557225,0.9657196,0.0002571433,0.0003024369,0.02408277,0.0005515426,0.005834201],"study_design_scores_gemma":[0.00001113406,0.00005607375,0.0009791825,0.0002336217,0.000005251673,0.0007443724,0.9749816,0.000491172,0.0002793412,0.006402789,0.01578936,0.00002619471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9321371,0.001123101,0.0199386,0.01210774,0.0001991517,0.0001383975,0.00004469474,0.00003530389,0.03427586],"genre_scores_gemma":[0.996847,0.0002031007,0.001502288,0.0004511264,0.00002217708,0.00004341358,0.00000706223,0.0000113437,0.0009125096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01747994,"threshold_uncertainty_score":0.09244388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03840264804979122,"score_gpt":0.3948903591470376,"score_spread":0.3564877110972464,"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."}}