{"id":"W2558568550","doi":"10.1111/trf.13918","title":"A randomized controlled pilot study of VO<sub>2</sub> max testing: a potential model for measuring relative in vivo efficacy of different red blood cell products","year":2016,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Apheresis; Randomized controlled trial; Red blood cell; Cycle ergometer; Confounding; Randomization; Surgery; Internal medicine; Physical therapy; Blood pressure; Heart rate","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":[0.01607393,0.002614602,0.003398669,0.0009185164,0.0009271487,0.001293534,0.002120392,0.003118303,0.005602323],"category_scores_gemma":[0.009466817,0.001265313,0.001631509,0.0007227327,0.004292188,0.001629489,0.001056447,0.002908164,0.0008375915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009199687,"about_ca_system_score_gemma":0.003430978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006589445,"about_ca_topic_score_gemma":0.0009727065,"domain_scores_codex":[0.9893344,0.007932723,0.0005320054,0.0008805469,0.0005240869,0.0007961295],"domain_scores_gemma":[0.9892437,0.00482476,0.001795553,0.00145664,0.0007877361,0.001891542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9435683,0.04410881,0.0006271012,0.0004232503,0.0003220617,0.00006481778,0.00007224315,0.0003390697,0.004915453,0.0003607237,0.0003631244,0.004835],"study_design_scores_gemma":[0.5437269,0.4532405,0.0005928709,0.00002005621,0.0002181739,0.00001834848,0.00002250556,0.0006319585,0.0008255748,0.0002508704,0.000435975,0.000016352],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9137573,0.0006989958,0.006522439,0.001039305,0.001674894,0.07368156,0.0008979274,0.00020957,0.001518022],"genre_scores_gemma":[0.8534155,0.0006016355,0.018999,0.001890154,0.001228874,0.120669,0.0005212423,0.00003549252,0.002639133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01607393,"threshold_uncertainty_score":0.08500808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03730212967640806,"score_gpt":0.2408276437828739,"score_spread":0.2035255141064658,"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."}}