{"id":"W4417162240","doi":"10.1186/s12920-025-02270-w","title":"Hair follicle gene expression profiling in the SubPopulations and InteRmediate Outcome Measures in COPD Study (SPIROMICS)","year":2025,"lang":"en","type":"article","venue":"BMC Medical Genomics","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Heart, Lung, and Blood Institute","keywords":"Hair follicle; Gene expression profiling; Transcriptome; COPD; DNA microarray; Gene expression; Human genetics; Microarray","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":[0.0006169098,0.0001547108,0.0003083757,0.0004957124,0.0003952348,0.0004274696,0.0001873139,0.0003623791,0.00109731],"category_scores_gemma":[0.0006092248,0.0001194595,0.000411571,0.0003169997,0.0002218007,0.0001046752,0.0004552295,0.0003403224,0.0002463394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002145383,"about_ca_system_score_gemma":0.0001881362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001326437,"about_ca_topic_score_gemma":0.002916325,"domain_scores_codex":[0.9997099,0.00004393023,0.00001559295,0.0001239209,0.00006340424,0.00004316856],"domain_scores_gemma":[0.9996532,0.00005406142,0.00007646994,0.00006074146,0.00008768485,0.00006774029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002489757,0.0001715064,0.7400972,0.0001604899,0.0002897875,0.0003275783,0.0006972119,0.000243543,0.2379866,0.0001001582,0.001404769,0.01603141],"study_design_scores_gemma":[0.00003724376,0.0003325923,0.9925517,0.00001295371,0.00008806216,0.0003140113,0.0001914836,0.0002264039,0.005277347,0.0000885958,0.0008727896,0.000006921079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962808,0.000195384,0.0006877651,0.00002889444,0.000005173461,0.00004352005,0.002476845,0.00001621109,0.0002653173],"genre_scores_gemma":[0.9935544,0.00008109616,0.001375564,0.00009236862,0.000009908654,0.0001173063,0.004161797,0.00001827885,0.0005893537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001326437,"threshold_uncertainty_score":0.003670931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04637462040007095,"score_gpt":0.3402762194224962,"score_spread":0.2939015990224252,"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."}}