{"id":"W4210822556","doi":"10.1177/1084822303258264","title":"User Groups","year":2004,"lang":"en","type":"article","venue":"Home Health Care Management & Practice","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"Computer science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001502511,0.0003729652,0.0003742269,0.0004193206,0.0005094979,0.000207504,0.0004867532,0.00008136825,0.0001823456],"category_scores_gemma":[0.0001978108,0.0004051551,0.0001090266,0.001130174,0.00006440096,0.001656724,0.000379091,0.0004662281,0.02074363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002438053,"about_ca_system_score_gemma":0.0002432636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001142795,"about_ca_topic_score_gemma":0.0002847807,"domain_scores_codex":[0.9958927,0.0004099674,0.0006210523,0.0008122399,0.001159093,0.001104926],"domain_scores_gemma":[0.9974172,0.0001547962,0.0005947792,0.001152871,0.0002658291,0.0004145882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001776402,0.002277033,0.001028367,0.004650882,0.0009609787,0.002140889,0.02139647,0.002573085,0.00002918644,0.6980904,0.2086211,0.05645528],"study_design_scores_gemma":[0.002555757,0.0003073004,0.009443738,0.0001069576,0.0001548636,0.00005156566,0.02164813,0.000002187009,0.00001134282,0.0005439172,0.9647378,0.0004364747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05393945,0.02377765,0.01105024,0.1362603,0.005461701,0.01136303,0.0002178445,0.00557895,0.7523509],"genre_scores_gemma":[0.9174382,0.001728799,0.04194751,0.03565435,0.0004564501,0.0003788439,0.0002265517,0.0003798093,0.00178945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8634988,"threshold_uncertainty_score":0.99984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490346368321031,"score_gpt":0.332567261546891,"score_spread":0.3176637978636807,"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."}}