{"id":"W1920773305","doi":"10.1055/s-0038-1634039","title":"Lest Formalisms Impede Insight and Success: Evaluation in Health Informatics","year":2006,"lang":"en","type":"article","venue":"Methods of Information in Medicine","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Telehealth; Formative assessment; Informatics; Process management; Information system; Knowledge management; Computer science; Management science; Health informatics; Engineering management; Risk analysis (engineering); Medicine; Health care; Business; Psychology; Nursing; Engineering; Telemedicine; Political science","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.534847,0.002139513,0.002528148,0.005785299,0.004249439,0.01683704,0.003684632,0.004753239,0.006563329],"category_scores_gemma":[0.6724048,0.001581531,0.00243195,0.006107783,0.01961559,0.02567025,0.009769428,0.004312539,0.000480067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01247545,"about_ca_system_score_gemma":0.01766533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002024743,"about_ca_topic_score_gemma":0.002272084,"domain_scores_codex":[0.3084893,0.631413,0.01962029,0.004280394,0.03418575,0.002011196],"domain_scores_gemma":[0.1189688,0.8318101,0.01795917,0.01713188,0.01270564,0.00142435],"domain_codex":"methods","domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.008646759,0.004766309,0.0126566,0.0227877,0.001379966,0.000429245,0.0528485,0.01141016,0.001920643,0.4004605,0.005044615,0.4776491],"study_design_scores_gemma":[0.01546685,0.01949874,0.01620721,0.02924535,0.002784559,0.0007264338,0.02850712,0.06465913,0.01782766,0.739886,0.06432328,0.0008676313],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.2220669,0.01306301,0.61121,0.02064466,0.001440887,0.04245006,0.0006398242,0.0009749968,0.08750973],"genre_scores_gemma":[0.6230437,0.002125368,0.3224072,0.002113113,0.0002015775,0.04725396,0.0002138368,0.000151021,0.002490357],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.465153,"threshold_uncertainty_score":0.5736166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05365821088387168,"score_gpt":0.4656327272415327,"score_spread":0.411974516357661,"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."}}