{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00121909,0.0002646839,0.0003177059,0.0001636763,0.001549481,0.00004380541,0.0001499664,0.0002528305,0.00009385033],"category_scores_gemma":[0.002698719,0.0002584083,0.0000541902,0.000439858,0.00003411714,0.001385626,0.0001229863,0.0005581577,0.0001621929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127223,"about_ca_system_score_gemma":0.0006420244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004757003,"about_ca_topic_score_gemma":0.0005335315,"domain_scores_codex":[0.996713,0.0002446864,0.001117253,0.0005475942,0.0006561938,0.0007212526],"domain_scores_gemma":[0.9947649,0.0008460123,0.0008542356,0.0001995566,0.00285353,0.0004818277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003374318,0.00004532454,0.589763,0.001175578,0.00002463326,8.626561e-7,0.1047609,0.000002572771,0.003720378,0.001753766,0.2865334,0.01188216],"study_design_scores_gemma":[0.004816873,0.002991066,0.00939827,0.0006747396,0.00006636819,0.000006774531,0.65503,0.0007087955,0.003595414,0.004143282,0.3177547,0.0008137016],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693155,0.0009079672,0.0006774507,0.02283641,0.001501793,0.003499047,0.0001906886,0.0003886686,0.000682428],"genre_scores_gemma":[0.9806371,0.00005736662,0.009934303,0.006917771,0.0004286602,0.001298954,0.0005773119,0.00007245608,0.0000760629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5803647,"threshold_uncertainty_score":0.9999868,"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."}}