{"id":"W1594065411","doi":"10.1186/1471-2458-4-20","title":"Does a perception of increased blood safety mean increased blood transfusion? An assessment of the risk compensation theory in Canada","year":2004,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Blood transfusion; Psychosocial; Compensation (psychology); Biostatistics; Context (archaeology); Risk assessment; Public health; Risk perception; Transfusion medicine; Risk compensation; Intensive care medicine; Perception; Medical emergency; Family medicine; Surgery; Psychiatry; Social psychology; Nursing; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005034176,0.000402571,0.0006574763,0.002465126,0.00918495,0.003039752,0.002037464,0.0008073216,0.003341689],"category_scores_gemma":[0.01943543,0.0003654883,0.0007472681,0.006107508,0.004057264,0.0008594344,0.002283095,0.001997619,0.000133935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.114256,"about_ca_system_score_gemma":0.1509914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9975663,"about_ca_topic_score_gemma":0.9975154,"domain_scores_codex":[0.994763,0.0007686949,0.0002092661,0.0003219474,0.002720564,0.001216573],"domain_scores_gemma":[0.9809139,0.004528543,0.002463599,0.0003057293,0.008386048,0.003402174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001758282,0.0002470189,0.9338988,0.0001248422,0.0000640396,0.0002790737,0.03790658,0.0003144737,0.0001573754,0.003321981,0.003097905,0.02041217],"study_design_scores_gemma":[0.0000298026,0.0001001549,0.9141896,0.0001835226,0.00004488143,0.00009641631,0.07789917,0.002571105,0.000133523,0.0007603283,0.003926982,0.00006442138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890895,0.0005288625,0.0001845154,0.003581116,0.00002651178,0.0000901205,0.0004050645,0.000004998109,0.006089305],"genre_scores_gemma":[0.9986034,0.0004255809,0.0001675605,0.0002079217,0.000004414501,0.00001466166,0.0001356126,0.000002717541,0.000438057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.114256,"threshold_uncertainty_score":0.8289894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01750522212625705,"score_gpt":0.2699853680196796,"score_spread":0.2524801458934225,"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."}}