{"id":"W4315436310","doi":"10.1111/trf.17242","title":"Patient perspectives on intraoperative blood transfusion: A qualitative interview study with perioperative patients","year":2023,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; Canadian Blood Services; Ottawa Hospital; Université Laval; University of Ottawa","funders":"","keywords":"Medicine; Perioperative; Blood transfusion; Psychological intervention; Thematic analysis; Informed consent; Blood management; Qualitative research; Health care; Elective surgery; Intensive care medicine; Surgery; Nursing; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01864183,0.0008896099,0.001185983,0.001803443,0.008550032,0.004960701,0.001992248,0.002762673,0.003296639],"category_scores_gemma":[0.02840001,0.0009408474,0.0006721027,0.002186747,0.006987462,0.005088914,0.005662676,0.004918567,0.0005179445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004826125,"about_ca_system_score_gemma":0.004860481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004362347,"about_ca_topic_score_gemma":0.005547594,"domain_scores_codex":[0.9826323,0.01345997,0.0006236677,0.0006004295,0.0008895706,0.001794074],"domain_scores_gemma":[0.9582116,0.03320916,0.002431564,0.0004680858,0.002615282,0.003064388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003545358,0.00003048764,0.001773048,0.0001326897,0.000003844056,0.0005215497,0.9947955,0.00002946982,0.00031933,0.0003444133,0.0002435119,0.001770731],"study_design_scores_gemma":[0.00000377635,0.00005193356,0.0006087727,0.0001309542,0.00000360716,0.0002094338,0.9960853,0.00005777772,0.0001260554,0.0001113382,0.002600157,0.00001088673],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883392,0.001215138,0.002850865,0.003530251,0.0001033365,0.0002391125,0.0002142935,0.00002442783,0.003483293],"genre_scores_gemma":[0.9942353,0.001380546,0.001259326,0.001266137,0.00003515223,0.0003828836,0.00008442358,0.00002297765,0.001333105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01864183,"threshold_uncertainty_score":0.09858859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648615396496503,"score_gpt":0.3107377987869295,"score_spread":0.2842516448219645,"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."}}