{"id":"W7116950372","doi":"10.1002/bmb.70028","title":"Song: What Makes You Albumin (to the tune of “What Makes You Beautiful”*)","year":2025,"lang":"en","type":"article","venue":"Biochemistry and Molecular Biology Education","topic":"Medical Case Reports and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Oncotic pressure; Albumin; nobody; Oxidative stress; Serum albumin; Need to know","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":[0.0007105766,0.0007859025,0.0004943002,0.0003205228,0.002092378,0.003069841,0.000605776,0.001345,0.1568313],"category_scores_gemma":[0.003541891,0.0001756363,0.0005356414,0.000186112,0.0007403218,0.002107938,0.002844745,0.002752704,0.07602724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005457974,"about_ca_system_score_gemma":0.0004113876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001438941,"about_ca_topic_score_gemma":0.003168185,"domain_scores_codex":[0.9994543,0.0001100888,0.00001703806,0.00007302957,0.0002204383,0.0001251385],"domain_scores_gemma":[0.9988294,0.0001024602,0.00005146212,0.00004518498,0.0004386721,0.0005327943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001026699,0.00004413084,0.0003300943,0.0001580163,0.000008177059,0.0001064668,0.001051813,0.00002000002,0.001110979,0.002021528,0.9517993,0.04324695],"study_design_scores_gemma":[0.00002504157,0.00008801302,0.001257294,0.0001147553,0.000006256602,0.0002451762,0.001353506,0.00005339379,0.0002918124,0.0007460676,0.9957986,0.00002001517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01900999,0.009644518,0.009238697,0.1072185,0.1548114,0.0007397518,0.002170036,0.005856444,0.6913107],"genre_scores_gemma":[0.03188495,0.001525812,0.004524226,0.04687478,0.0154893,0.0003222048,0.0006937044,0.002041974,0.8966431],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1568313,"threshold_uncertainty_score":0.5246528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008185715823754226,"score_gpt":0.3145510649822622,"score_spread":0.3063653491585079,"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."}}