{"id":"W6990157244","doi":"","title":"Context Sensitive Health Informatics:Human and Sociotechnical Approaches","year":2013,"lang":"en","type":"article","venue":"VBN Forskningsportal (Aalborg Universitet)","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Sociotechnical system; Context (archaeology); Health care; Health informatics; Informatics; Health Administration Informatics; Information system; Variety (cybernetics)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.007929279,0.002098062,0.001352558,0.004599822,0.00359081,0.02014133,0.00281756,0.006551709,0.004617298],"category_scores_gemma":[0.007893314,0.001323718,0.001130261,0.004289576,0.02513548,0.01273933,0.007689051,0.005571703,0.001082301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007036713,"about_ca_system_score_gemma":0.006164626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003425027,"about_ca_topic_score_gemma":0.002815531,"domain_scores_codex":[0.9880704,0.008925466,0.0003304734,0.000618228,0.00161703,0.0004384725],"domain_scores_gemma":[0.9880818,0.009943139,0.0003831554,0.000653263,0.000484582,0.0004540739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001330297,0.00009308626,0.0006100073,0.001025941,0.00005480783,0.0002844192,0.01566677,0.002030002,0.0002840326,0.9274796,0.006668224,0.04578987],"study_design_scores_gemma":[0.00001502461,0.00007332411,0.0007566989,0.001627339,0.00003424089,0.00044063,0.01501788,0.003189532,0.0002819137,0.7355651,0.2429473,0.00005100662],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01184843,0.1635728,0.417657,0.0786288,0.003367378,0.0007675908,0.0002402008,0.0005364783,0.3233812],"genre_scores_gemma":[0.4925549,0.1598676,0.2650415,0.0167032,0.004814996,0.003712479,0.0003620294,0.0003843432,0.05655911],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9964092,"threshold_uncertainty_score":0.05105519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.063955953407262,"score_gpt":0.3437117194231189,"score_spread":0.2797557660158569,"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."}}