{"id":"W4285345319","doi":"10.2196/preprints.34345","title":"Contexts and Outcomes of Proxy Online Health Information Seeking: Mixed Studies Review With Framework Synthesis (Preprint)","year":2021,"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":"McGill University","funders":"","keywords":"Proxy (statistics); Thematic analysis; Context (archaeology); Psychology; Qualitative research; Medicine; Medical education; Applied psychology; Public relations; Computer science; Sociology; Political science; Geography; Social 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":[0.06416766,0.001598131,0.004516912,0.01826049,0.002090924,0.007985052,0.002410229,0.002372806,0.006545402],"category_scores_gemma":[0.1838187,0.001349426,0.007224069,0.02229946,0.002147444,0.007087793,0.005361495,0.002115893,0.0005346095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01485467,"about_ca_system_score_gemma":0.02607103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01793408,"about_ca_topic_score_gemma":0.03169174,"domain_scores_codex":[0.935317,0.03801433,0.01601227,0.003694147,0.005612126,0.00135002],"domain_scores_gemma":[0.8146955,0.1578795,0.01137633,0.002989335,0.01232878,0.0007305442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002243223,0.00008050281,0.006172483,0.8000146,0.006008942,0.0002800951,0.01661026,0.0003783196,0.0002170684,0.01695361,0.008284703,0.1447752],"study_design_scores_gemma":[0.00007041125,0.0001610804,0.007243012,0.907856,0.01128204,0.0002613093,0.01467259,0.0002428381,0.0003269583,0.003655323,0.05416119,0.00006717561],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006514173,0.9768522,0.003820992,0.003919549,0.0006564949,0.003000974,0.002008541,0.00002861125,0.003198428],"genre_scores_gemma":[0.14194,0.8105584,0.0177802,0.005065444,0.0004325037,0.02138751,0.001916837,0.00005631524,0.0008627175],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06416766,"threshold_uncertainty_score":0.3393551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08122815176287432,"score_gpt":0.4743697173538508,"score_spread":0.3931415655909765,"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."}}