{"id":"W4385932838","doi":"10.1371/journal.pone.0280665","title":"Exploring patient perspectives: A qualitative inquiry into healthcare perceptions, experiences and satisfaction in Lebanon","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Economic and Social Research Council; Medical Research Council; London School of Hygiene and Tropical Medicine; Wellcome Trust; Wellcome","keywords":"Focus group; Qualitative research; Patient experience; Patient satisfaction; Health care; Medicine; Dignity; Nursing; Psychology; Medical education","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":[],"consensus_categories":[],"category_scores_codex":[0.0006814881,0.0002082665,0.0003890469,0.0006328534,0.001016605,0.0000120069,0.00007276937,0.0001653263,0.0002533272],"category_scores_gemma":[0.0007624673,0.0002177151,0.00003308969,0.0009197735,0.0001476457,0.0007355499,0.0001250616,0.0007891979,0.000339961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009975658,"about_ca_system_score_gemma":0.0002000927,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007620205,"about_ca_topic_score_gemma":0.004199036,"domain_scores_codex":[0.9956359,0.001822124,0.0007810288,0.0005768584,0.0005977128,0.0005863952],"domain_scores_gemma":[0.9980229,0.0009272644,0.0002546514,0.0002833016,0.0002917694,0.0002201064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004236962,0.00004957863,0.3677379,0.0004961086,0.00001532726,0.000002052071,0.6292562,0.000001916145,0.0003153124,0.0002751497,0.00006155222,0.00174651],"study_design_scores_gemma":[0.0002497215,0.0001862858,0.3904656,0.0007740448,0.000005435068,1.993797e-7,0.6077171,0.00008151916,0.00003363787,0.0003490525,0.000009083259,0.0001283871],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936419,0.0003763569,0.00001943627,0.003512792,0.0004832932,0.00149753,0.0000179779,0.000355359,0.00009535882],"genre_scores_gemma":[0.990849,0.001989266,0.0008990852,0.0002421354,0.0001876562,0.005708824,0.00003140325,0.00003684881,0.00005574515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02272762,"threshold_uncertainty_score":0.9989882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4856597182098846,"score_gpt":0.4822641569122748,"score_spread":0.003395561297609817,"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."}}