{"id":"W4387045581","doi":"10.1111/hex.13880","title":"Patient perceptions of in‐hospital laboratory blood testing: A patient‐oriented and patient co‐designed qualitative study","year":2023,"lang":"en","type":"article","venue":"Health Expectations","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Alberta; Libin Cardiovascular Institute of Alberta; Michael Smith Health Research BC; University of Calgary; University of British Columbia; Alberta Health Services","funders":"Canadian Institutes of Health Research","keywords":"Thematic analysis; Health care; Medicine; Patient experience; Qualitative research; Phone; Blood testing; Family medicine; Nursing; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001361342,0.000327735,0.0006944413,0.0008082749,0.001508297,0.00001566726,0.000128926,0.0001832012,0.00008456544],"category_scores_gemma":[0.006029958,0.0003379373,0.00005654265,0.002880753,0.0001874745,0.0004075615,0.0001546827,0.0009097396,0.000173009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004111521,"about_ca_system_score_gemma":0.002131857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003204937,"about_ca_topic_score_gemma":0.001528242,"domain_scores_codex":[0.9856157,0.009399338,0.002441823,0.0007279175,0.0008323719,0.0009828036],"domain_scores_gemma":[0.9896975,0.006405313,0.001470162,0.0005907175,0.001294928,0.0005413679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006603536,0.002731915,0.0755427,0.0003933741,0.00004513183,0.00002177293,0.9168523,0.000008387256,0.00009865394,0.0004023454,0.001722201,0.002115165],"study_design_scores_gemma":[0.001544012,0.0053933,0.09962276,0.0003207186,0.00002401804,0.000001018301,0.8921571,0.00004802345,0.00001154049,0.0001291965,0.000497564,0.0002507712],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866241,0.000441243,0.00002508406,0.005567502,0.000569102,0.005529035,0.0005990296,0.000318928,0.0003259285],"genre_scores_gemma":[0.9941805,0.00007862341,0.001560886,0.00130347,0.00004708922,0.002605749,0.0001386441,0.00006365285,0.00002140172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02469523,"threshold_uncertainty_score":0.9999073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3580669251752431,"score_gpt":0.550526790642484,"score_spread":0.1924598654672409,"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."}}