{"id":"W1542128843","doi":"10.18438/b8q90c","title":"Healthcare Services Managers: What Information do They Need and Use?","year":2008,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Knowledge management; Health care; Information needs; Information system; Variety (cybernetics); Context (archaeology); Personal information management; Exploratory research; Group information management; Information seeking; Information management; Computer science; Management information systems; Business; World Wide Web","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":[0.01281234,0.0003316923,0.0005337943,0.001494261,0.002855611,0.009485045,0.0008621891,0.003012649,0.004139661],"category_scores_gemma":[0.07293789,0.0004305967,0.000334154,0.001432566,0.002207522,0.007404297,0.00201003,0.001914217,0.001584476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002715988,"about_ca_system_score_gemma":0.006053653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004505282,"about_ca_topic_score_gemma":0.004137466,"domain_scores_codex":[0.9855918,0.008336213,0.0007523191,0.0005033921,0.00327515,0.001541143],"domain_scores_gemma":[0.9634663,0.01838246,0.007072254,0.0006554998,0.00483473,0.005588771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003802919,0.000560498,0.2234157,0.001411643,0.0001332807,0.001933719,0.4696035,0.0001956115,0.003039193,0.005253314,0.0373987,0.2566746],"study_design_scores_gemma":[0.00006255858,0.0004736854,0.07302582,0.001379365,0.00007781355,0.001320788,0.8529831,0.001034776,0.00130353,0.005699632,0.06250145,0.0001375964],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8129264,0.006006198,0.004023252,0.1496154,0.0002947797,0.0002067081,0.0003644413,0.0001725221,0.02639038],"genre_scores_gemma":[0.9835081,0.002582497,0.002806175,0.008897643,0.0001701639,0.00007658866,0.0001725161,0.00002815611,0.001758193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01281234,"threshold_uncertainty_score":0.06775898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07314558780843183,"score_gpt":0.3999405246082328,"score_spread":0.326794936799801,"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."}}