{"id":"W2161788636","doi":"10.1177/1049732307305199","title":"Health Information—Seeking Behavior","year":2007,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":916,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Psychosocial; Psychological intervention; Psychology; Information seeking behavior; Coping (psychology); Applied psychology; MEDLINE; Information seeking; Social psychology; Computer science; Clinical psychology; Psychotherapist; Information retrieval","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.1636002,0.0002394682,0.000647788,0.001214254,0.006222298,0.00006725812,0.0004885079,0.0002684999,0.001116715],"category_scores_gemma":[0.005558487,0.0002099369,0.0000853395,0.00209022,0.0003239162,0.002984887,0.0002539858,0.003679587,0.004289312],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002922129,"about_ca_system_score_gemma":0.006701651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00620361,"about_ca_topic_score_gemma":0.001006607,"domain_scores_codex":[0.9709283,0.01596281,0.006354371,0.0004469824,0.002438379,0.003869129],"domain_scores_gemma":[0.9850001,0.008065945,0.001556073,0.0007287566,0.003029342,0.001619734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002436823,0.0001708915,0.01813278,0.003600656,0.000009617953,0.000001165326,0.5843466,5.061589e-7,0.00000226707,0.05395168,0.08762375,0.2519164],"study_design_scores_gemma":[0.001031171,0.0004720509,0.1063724,0.0004400118,8.410618e-7,0.000001623011,0.2365163,0.0001320616,0.000003480031,0.001612331,0.6532307,0.0001870355],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3473082,0.002290509,0.302329,0.1525451,0.004705511,0.0269399,0.0009999232,0.001433095,0.1614487],"genre_scores_gemma":[0.8653594,0.0003998555,0.02630094,0.1012405,0.0008546764,0.001637705,0.0008328119,0.00006584436,0.003308268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.565607,"threshold_uncertainty_score":0.9997964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5449832444548026,"score_gpt":0.7206144911402871,"score_spread":0.1756312466854845,"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."}}