{"id":"W7066221355","doi":"","title":"Exploring the outcomes of proxy online health information seeking behaviour","year":2023,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Information seeking; Proxy (statistics); Information seeking behavior; Health information; Public health; Information system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00507319,0.000215324,0.0003963257,0.0009806472,0.001107724,0.003263369,0.0006034908,0.000931458,0.006463224],"category_scores_gemma":[0.04181828,0.0003502756,0.0006281242,0.001168031,0.0006947592,0.001672436,0.002289444,0.002194358,0.001167772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208028,"about_ca_system_score_gemma":0.001338826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01799003,"about_ca_topic_score_gemma":0.01804889,"domain_scores_codex":[0.9968348,0.001669588,0.0002078267,0.0002281542,0.0005370342,0.000522578],"domain_scores_gemma":[0.9677094,0.01983443,0.005441968,0.001046945,0.00269116,0.003276186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002054757,0.0005620715,0.9726769,0.00005111963,0.00007284796,0.00006913557,0.008003196,0.00004649211,0.00009967626,0.000439107,0.0008641889,0.01690972],"study_design_scores_gemma":[0.00001281706,0.0002479017,0.9878378,0.00006744785,0.00004491526,0.0000602017,0.01019793,0.00024738,0.0001505175,0.0002707237,0.0008465227,0.00001578225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995789,0.0001393529,0.00007870504,0.0003688464,0.00001435136,0.00002682702,0.0003328355,0.000003084293,0.00324697],"genre_scores_gemma":[0.9978415,0.0001271697,0.0001331661,0.0001289046,0.00001075689,0.00006369797,0.000207964,0.000005168176,0.001481623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01799003,"threshold_uncertainty_score":0.0357706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1195648701069942,"score_gpt":0.4115948979163846,"score_spread":0.2920300278093905,"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."}}