{"id":"W2397063271","doi":"10.12809/hkmj144385","title":"Intensive care unit family satisfaction survey","year":2015,"lang":"en","type":"article","venue":"Hong Kong Medical Journal","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Intensive care unit; Competence (human resources); Patient satisfaction; Intensive care; Family medicine; Unit (ring theory); Nursing; Emergency medicine; Intensive care medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002220945,0.0002274752,0.0003952101,0.0002153721,0.0007073104,0.0000280894,0.0003072434,0.0005295626,0.0006795751],"category_scores_gemma":[0.05202689,0.0001791437,0.0001096475,0.0003596315,0.0001869583,0.0002025475,0.0001572007,0.003235767,0.0008309321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003919758,"about_ca_system_score_gemma":0.002210859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533389,"about_ca_topic_score_gemma":0.001736692,"domain_scores_codex":[0.9944527,0.002360272,0.0008073096,0.0002440349,0.001487106,0.0006485939],"domain_scores_gemma":[0.9769032,0.002445483,0.0003434336,0.0002518787,0.01869673,0.001359257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001590168,0.000006990891,0.7121095,0.00003276463,0.00003962003,0.0002072954,0.006380106,0.000006831517,0.00002323861,0.00006087498,0.2702745,0.01069925],"study_design_scores_gemma":[0.001704113,0.000273816,0.7945474,0.001420139,0.00002895912,0.0001421945,0.1742144,0.00004061652,0.000007253185,0.0001633182,0.02723289,0.0002248275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621801,0.0009975398,0.001789271,0.001168693,0.02383204,0.0002808046,0.00005559335,0.00009629002,0.009599617],"genre_scores_gemma":[0.9760302,0.0001870249,0.0001320402,0.02146818,0.001530908,0.00001141771,0.0001194464,0.00003982641,0.0004809359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2430416,"threshold_uncertainty_score":0.999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.268051943302495,"score_gpt":0.4445789058555122,"score_spread":0.1765269625530173,"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."}}