{"id":"W2156825692","doi":"10.1109/cbms.2008.80","title":"Support for Informal Information Use and its Formalization in Medical Work","year":2008,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Software deployment; Computer science; Work (physics); Work flow; Medical information; Information flow; Personal information manager; Field (mathematics); Information system; Personal information management; Knowledge management; Human–computer interaction; Management information systems; Software engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007553848,0.0003930595,0.0003085645,0.002222882,0.002455895,0.00548682,0.001066792,0.0009972326,0.00448854],"category_scores_gemma":[0.05418825,0.0005130862,0.0003944171,0.001109352,0.006770296,0.005036749,0.005497647,0.00136074,0.0003925887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044062,"about_ca_system_score_gemma":0.001894419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001014299,"about_ca_topic_score_gemma":0.000984279,"domain_scores_codex":[0.9867278,0.008097569,0.00104266,0.0009354144,0.002589678,0.0006068692],"domain_scores_gemma":[0.8834909,0.08274235,0.01562072,0.01299137,0.003359524,0.001795181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005245449,0.0004218679,0.06195002,0.001106207,0.00005443006,0.001873003,0.5599027,0.001241022,0.02273198,0.068933,0.00134699,0.2799143],"study_design_scores_gemma":[0.000334003,0.002347836,0.2258085,0.003258743,0.0001809295,0.01073053,0.3688287,0.01790453,0.03370282,0.1329882,0.2034134,0.000501977],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8878794,0.001007808,0.07398405,0.002386834,0.00006093157,0.0002016458,0.00008650695,0.0005627153,0.03383014],"genre_scores_gemma":[0.9912817,0.0001209502,0.007396589,0.00003874865,0.00002036956,0.00004759152,0.00003499433,0.0000271038,0.001031894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007553848,"threshold_uncertainty_score":0.03994906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223115804021334,"score_gpt":0.2586819879656693,"score_spread":0.2363704075635359,"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."}}