{"id":"W4206121746","doi":"10.2196/preprints.22637","title":"Young Adults’ Perspectives on the Use of Symptom Checkers for Self-Triage and Self-Diagnosis: Qualitative Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Thematic analysis; Triage; Vignette; Qualitative research; Jargon; Psychology; Computer science; Medical education; Applied psychology; Medicine; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.008567844,0.0003600652,0.0007045761,0.001289661,0.004676106,0.003351653,0.0007947073,0.001119764,0.003155831],"category_scores_gemma":[0.01137391,0.000628429,0.0004556294,0.001375003,0.003625926,0.003162912,0.003208628,0.001483037,0.0003680391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003701284,"about_ca_system_score_gemma":0.004836944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01574247,"about_ca_topic_score_gemma":0.02850146,"domain_scores_codex":[0.9965571,0.002097935,0.0002464233,0.0002685715,0.0002863846,0.0005435698],"domain_scores_gemma":[0.9899554,0.006850912,0.0007893365,0.00015183,0.001032699,0.001219754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001476362,0.00002299679,0.004247454,0.0001503977,0.000002413789,0.0004048103,0.9921497,0.000004859984,0.0003209191,0.0002646148,0.0002520413,0.002164942],"study_design_scores_gemma":[0.000002180024,0.00003869348,0.00199926,0.0001653288,0.000003098303,0.0001094175,0.9948998,0.00001167336,0.00009818946,0.00003908911,0.002627054,0.000006313086],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946764,0.001010927,0.0006291426,0.001131071,0.00006082381,0.0001544177,0.0002074153,0.000008778853,0.002121092],"genre_scores_gemma":[0.9946885,0.001479269,0.000738535,0.0009482131,0.00002206151,0.0003090419,0.00008926606,0.00001232554,0.001712833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01574247,"threshold_uncertainty_score":0.04531163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1588197360553733,"score_gpt":0.48409053878743,"score_spread":0.3252708027320567,"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."}}