{"id":"W2101449602","doi":"10.18438/b8k02s","title":"Perceived and Actual Search Behaviors May Provide Markers for Healthcare Utilization and Severity of Illness","year":2014,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Health care; Computer science; Information retrieval; Recall; Health informatics; Identifier; World Wide Web; Psychology; Medicine; Internet privacy; Public health; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002544392,0.0003629399,0.0004315544,0.00342087,0.000344321,0.001671345,0.0004352393,0.0006185648,0.005777542],"category_scores_gemma":[0.01726074,0.0002072391,0.0007419208,0.002177223,0.0003381512,0.001709801,0.0006985448,0.0006604107,0.00116369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004541284,"about_ca_system_score_gemma":0.0003854114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004670952,"about_ca_topic_score_gemma":0.007441051,"domain_scores_codex":[0.9979844,0.0007327081,0.0005401507,0.0002445981,0.0003661298,0.0001319171],"domain_scores_gemma":[0.9809964,0.008894238,0.006733677,0.0007639791,0.001842562,0.0007691747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009426819,0.0002586443,0.983386,0.0003067808,0.0001521595,0.00003308607,0.0004511524,0.0001007031,0.0002066509,0.0001860564,0.0007426643,0.01408192],"study_design_scores_gemma":[0.000004504569,0.0001551272,0.9971868,0.00008348238,0.00004404586,0.000107628,0.0006711172,0.000363316,0.0001306109,0.0002146926,0.001019224,0.00001934529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792793,0.003650028,0.001417565,0.0009993124,0.00006131095,0.000110508,0.006232342,0.00004067138,0.008209009],"genre_scores_gemma":[0.9916587,0.00172968,0.001806608,0.0002175405,0.00005326993,0.0001217016,0.003313094,0.000009802712,0.001089586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005777542,"threshold_uncertainty_score":0.01932776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06103181745002439,"score_gpt":0.4231182656590071,"score_spread":0.3620864482089827,"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."}}