{"id":"W2146233726","doi":"10.1111/hir.12082","title":"Information needs of public health students","year":2014,"lang":"en","type":"article","venue":"Health Information & Libraries Journal","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Saskatchewan","keywords":"Information needs; Multidisciplinary approach; Public health; Medical education; Needs assessment; Subject (documents); Point (geometry); Health information; Computer science; Knowledge management; Medicine; Public relations; Health care; World Wide Web; Nursing; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003247021,0.0001754613,0.000472692,0.001930585,0.001191347,0.002469471,0.0004626474,0.001215911,0.008028558],"category_scores_gemma":[0.02058446,0.0002466901,0.0003443327,0.001687419,0.0005353336,0.002061053,0.002094112,0.001089489,0.0009440468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001434881,"about_ca_system_score_gemma":0.002955364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005589533,"about_ca_topic_score_gemma":0.004030665,"domain_scores_codex":[0.9976084,0.0006963023,0.0002754605,0.0001367403,0.0006891339,0.000593957],"domain_scores_gemma":[0.9872245,0.004519049,0.002277067,0.0002458158,0.002180758,0.003552864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002186337,0.001125468,0.8132914,0.0008204125,0.00006093176,0.001117267,0.06940274,0.0001589016,0.0007193974,0.0006733313,0.01072691,0.1016845],"study_design_scores_gemma":[0.00004827333,0.0008421319,0.8044248,0.0006478616,0.00005684935,0.001551317,0.1655928,0.0004813381,0.0005214459,0.0008581475,0.02491935,0.00005570705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882796,0.0006016772,0.00008999708,0.005280005,0.00003573587,0.00005851822,0.0003200224,0.00001977649,0.00531478],"genre_scores_gemma":[0.9960732,0.00073962,0.0002000524,0.001227707,0.00003651608,0.00006288185,0.0002188467,0.000005475659,0.001435565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9975305,"threshold_uncertainty_score":0.02685821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1698514716293803,"score_gpt":0.468388341690267,"score_spread":0.2985368700608867,"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."}}