{"id":"W2093879909","doi":"10.2196/ijmr.1749","title":"Website Visitors Asking Questions Online to Lung Cancer Specialists: What Do They Want To Know?","year":2013,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung cancer; Medicine; Family medicine; Information needs; Medical education; Oncology; World Wide Web; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001659044,0.0001647844,0.000264154,0.0007809644,0.0004808183,0.001242517,0.000242463,0.0005536162,0.005083082],"category_scores_gemma":[0.008836357,0.0001476873,0.0003575766,0.0008304426,0.0003611512,0.001002699,0.0008008596,0.0004259262,0.001083025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005334734,"about_ca_system_score_gemma":0.0005967205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004255698,"about_ca_topic_score_gemma":0.004933259,"domain_scores_codex":[0.998979,0.0004256848,0.0001091043,0.00007736062,0.0002269682,0.0001819842],"domain_scores_gemma":[0.9920776,0.00472923,0.001545817,0.0001561204,0.0006305857,0.0008605885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002169505,0.0000711822,0.9480997,0.0003081202,0.00002728298,0.0003387535,0.0153908,0.00003269334,0.0006567209,0.00008444225,0.005884603,0.02888877],"study_design_scores_gemma":[0.00001910253,0.0001666263,0.9466652,0.0003294202,0.00006310589,0.001868959,0.03336696,0.0002623968,0.0004848093,0.0001282017,0.01662222,0.00002299284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923189,0.0008686842,0.0002130435,0.001172206,0.00002250313,0.00005383138,0.0008918765,0.00002464491,0.004434324],"genre_scores_gemma":[0.9954542,0.0008250868,0.0005263835,0.0007106327,0.0000514336,0.00006816887,0.0009491358,0.00001433921,0.001400662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005083082,"threshold_uncertainty_score":0.01700461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08792248802752559,"score_gpt":0.6078974301638573,"score_spread":0.5199749421363318,"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."}}