{"id":"W1943333141","doi":"10.1200/jco.2000.18.14.2755","title":"Cost of Outpatient Blood Transfusion in Cancer Patients","year":2000,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Blood transfusion and management","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Medicine; Blood transfusion; Cancer; Intensive care medicine; Emergency medicine; Surgery; Internal 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":[0.0003307519,0.0001886116,0.0002022958,0.0005075599,0.0002626682,0.0006325871,0.000233421,0.0003141332,0.002622838],"category_scores_gemma":[0.003654971,0.0001299475,0.0003086957,0.0007733525,0.0001760126,0.000325126,0.0003155795,0.000416351,0.0001270348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001779934,"about_ca_system_score_gemma":0.001005784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009229999,"about_ca_topic_score_gemma":0.009049588,"domain_scores_codex":[0.9993936,0.0002562859,0.00007718339,0.00004406577,0.000129491,0.00009932515],"domain_scores_gemma":[0.9981374,0.0004034268,0.001038856,0.00002306849,0.0001417998,0.0002554381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003122171,0.0001164305,0.967293,0.0001110414,0.0001229628,0.0007688073,0.0001450039,0.001289545,0.0001934873,0.0002879185,0.002456698,0.02690277],"study_design_scores_gemma":[0.00006510753,0.0005088972,0.9848081,0.0001394636,0.0001371355,0.004997561,0.000731957,0.00451307,0.0002837368,0.0002427279,0.003558894,0.00001325122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955952,0.001437592,0.0002207615,0.0006832344,0.00001766908,0.00003491023,0.0005326663,0.000008393457,0.001469639],"genre_scores_gemma":[0.9983926,0.0005250775,0.0002718373,0.0001060488,0.0000238148,0.00001531742,0.0004489081,0.000002896495,0.0002134385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009229999,"threshold_uncertainty_score":0.01835251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1186768440670658,"score_gpt":0.4598344266746117,"score_spread":0.3411575826075459,"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."}}