{"id":"W4404789103","doi":"10.32920/27921144.v1","title":"Evaluation of the experiences and needs of users of a drug information resources website","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drug; Information needs; World Wide Web; Business; Computer science; Internet privacy; Medicine; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009907354,0.0002947536,0.0004214353,0.001284651,0.002745787,0.003715354,0.0007369421,0.001195381,0.002613079],"category_scores_gemma":[0.02765449,0.0004098156,0.0004790392,0.0010515,0.00151059,0.003368119,0.003994943,0.001294332,0.0005782499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193572,"about_ca_system_score_gemma":0.002338585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005978004,"about_ca_topic_score_gemma":0.01015497,"domain_scores_codex":[0.9893992,0.006956367,0.0004480181,0.0003021057,0.001762729,0.001131607],"domain_scores_gemma":[0.9742796,0.01369358,0.002364748,0.000666655,0.004774059,0.004221292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002489838,0.001236701,0.1194853,0.0006244974,0.00004577667,0.00188408,0.8144622,0.0001398672,0.001673499,0.0005206528,0.004374315,0.05530419],"study_design_scores_gemma":[0.00002165987,0.000939704,0.05880244,0.0002277904,0.00003516486,0.0009811406,0.921755,0.0004430655,0.0009457298,0.0001460505,0.01562947,0.00007278362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958506,0.0000876248,0.0001706868,0.0004479902,0.0000115451,0.00006273182,0.00006139792,0.00001370297,0.003293744],"genre_scores_gemma":[0.9966381,0.000265189,0.0006921737,0.000336588,0.00001311813,0.0001086273,0.0000907404,0.00001898608,0.001836491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009907354,"threshold_uncertainty_score":0.0523957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02554464345307153,"score_gpt":0.3449464445974444,"score_spread":0.3194018011443729,"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."}}