{"id":"W4412707938","doi":"10.1016/j.xpro.2025.103971","title":"Protocol for assessing mitochondrial cholesterol transport and protein molten globule state in steroidogenic and nonsteroidogenic systems","year":2025,"lang":"en","type":"article","venue":"STAR Protocols","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Mercer University; University of Florida; Florida Department of Health; Pfizer; American Heart Association; National Institutes of Health; March of Dimes Foundation","keywords":"Pregnenolone; Cholesterol side-chain cleavage enzyme; Steroidogenic acute regulatory protein; Hormone; Chemistry; Mitochondrion; Steroid; Cholesterol; Cell biology; Biology; Metabolism; Biochemistry; Gene; Gene expression","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":[0.002162865,0.00261547,0.001530735,0.003446258,0.003163104,0.001297459,0.003123197,0.00135416,0.04468282],"category_scores_gemma":[0.00226663,0.001650478,0.001462933,0.00256245,0.001234227,0.001311021,0.0017213,0.00494873,0.03046924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001539237,"about_ca_system_score_gemma":0.002954565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001895527,"about_ca_topic_score_gemma":0.005575252,"domain_scores_codex":[0.9965333,0.0006754472,0.0004864848,0.0006833068,0.001261388,0.0003601469],"domain_scores_gemma":[0.997189,0.0005595926,0.0002057073,0.0008514905,0.0009266999,0.00026757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008706051,0.0003714521,0.0006759522,0.001179866,0.0001023438,0.000511661,0.0003566511,0.0005089659,0.9338774,0.006370406,0.03523767,0.01993711],"study_design_scores_gemma":[0.0002514856,0.000680067,0.004158617,0.0003645375,0.0001708361,0.0009092754,0.0001328322,0.00191426,0.5051148,0.002572216,0.4835611,0.0001699746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0339045,0.005801095,0.8339939,0.002341496,0.002634257,0.02254235,0.04534338,0.01179699,0.0416421],"genre_scores_gemma":[0.0453268,0.008145425,0.6150047,0.002132818,0.0003539062,0.08094434,0.1369285,0.003343496,0.1078199],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04468282,"threshold_uncertainty_score":0.149479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03622342719197873,"score_gpt":0.3676466230559259,"score_spread":0.3314231958639471,"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."}}