{"id":"W2300254300","doi":"10.2196/iproc.4701","title":"Patient Rating Sites for Daily Supervision by Healthcare Inspectorates: Implementation into Practice","year":2015,"lang":"en","type":"article","venue":"Iproceedings","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Quality (philosophy); Social media; Perspective (graphical); Social care; Patient care; Business; Medicine; Nursing; Medical emergency; Public relations; Political science; Computer science","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":[0.1570672,0.0009104763,0.000877477,0.003032058,0.001756482,0.003751279,0.004117808,0.001928196,0.005917781],"category_scores_gemma":[0.1673716,0.001172019,0.001253075,0.001836342,0.001883854,0.00464076,0.007001461,0.002038351,0.001416401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005480584,"about_ca_system_score_gemma":0.01795208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006282581,"about_ca_topic_score_gemma":0.01007001,"domain_scores_codex":[0.8734743,0.1046711,0.006659528,0.003735701,0.008319672,0.003139701],"domain_scores_gemma":[0.7620761,0.1352263,0.01741805,0.02378001,0.03860958,0.02288997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001139331,0.007497326,0.09920768,0.005437196,0.0001607109,0.0005568299,0.03964382,0.001358383,0.004259885,0.0006544902,0.008313403,0.831771],"study_design_scores_gemma":[0.005106172,0.04571304,0.5921711,0.01864688,0.0008501939,0.002838149,0.1721471,0.02447304,0.01628612,0.00389436,0.1168436,0.001030367],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8193163,0.00211109,0.0729099,0.01226296,0.0004189948,0.0687813,0.001102656,0.004260207,0.01883655],"genre_scores_gemma":[0.6714351,0.001195455,0.3051338,0.001019902,0.0001499004,0.017994,0.0008203928,0.0002210878,0.00203024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1570672,"threshold_uncertainty_score":0.8306609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1285601004754417,"score_gpt":0.492138882423678,"score_spread":0.3635787819482363,"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."}}