{"id":"W4283399206","doi":"10.2196/34345","title":"Contexts and Outcomes of Proxy Online Health Information Seeking: Mixed Studies Review With Framework Synthesis","year":2022,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Proxy (statistics); Thematic analysis; Context (archaeology); Seekers; Psychology; Qualitative research; Medicine; Computer science; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02971232,0.00172871,0.005758382,0.01903004,0.001373084,0.006053466,0.002154173,0.001806786,0.004736832],"category_scores_gemma":[0.0938144,0.001246101,0.006527457,0.02161004,0.001524397,0.004537152,0.004062064,0.001824276,0.0004310581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009075615,"about_ca_system_score_gemma":0.02100313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01206309,"about_ca_topic_score_gemma":0.03245113,"domain_scores_codex":[0.9779177,0.01007736,0.007066003,0.001468954,0.002930218,0.000539734],"domain_scores_gemma":[0.9172707,0.06799688,0.00689648,0.001208153,0.006168044,0.0004597094],"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":[0.0001173731,0.00004096765,0.001925134,0.8589643,0.004579904,0.0001599399,0.003481828,0.0002340408,0.0001484321,0.004011397,0.003357691,0.122979],"study_design_scores_gemma":[0.00004991153,0.0001115003,0.003936917,0.9338399,0.01656483,0.0002654027,0.00351639,0.0001250755,0.0001869794,0.001790594,0.03956955,0.00004298332],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001323217,0.9949397,0.0008318661,0.0007528655,0.0001502884,0.0006253632,0.0004721068,0.000009509977,0.0008950016],"genre_scores_gemma":[0.02805712,0.9633792,0.003572796,0.0008956207,0.0001033969,0.003289155,0.0004569101,0.0000130101,0.0002327815],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02971232,"threshold_uncertainty_score":0.1571357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3111110994112186,"score_gpt":0.6288289608076025,"score_spread":0.3177178613963839,"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."}}