{"id":"W4410495994","doi":"10.1002/adsr.70012","title":"Non‐Invasive Diagnosis of Hypertrophic Cardiomyopathy by Breath","year":2025,"lang":"en","type":"article","venue":"Advanced Sensor Research","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Hypertrophic cardiomyopathy; Risk stratification; Medicine; Cardiomyopathy; Internal medicine; Cardiology; Heart failure","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001019979,0.0002247541,0.0004218789,0.0003459507,0.00009512716,0.00001596029,0.0004693599,0.0002008747,0.00002124318],"category_scores_gemma":[0.0007066847,0.0002218223,0.00009697668,0.001207021,0.0003634693,0.0001302556,0.0001697591,0.0007118986,0.00004028158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312689,"about_ca_system_score_gemma":0.00001505754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002742523,"about_ca_topic_score_gemma":0.00000504794,"domain_scores_codex":[0.9981109,0.00003664704,0.0003186049,0.0003885422,0.0004377302,0.0007075013],"domain_scores_gemma":[0.9980757,0.0008238782,0.00002713263,0.0007033619,0.0002856878,0.0000842807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000307397,0.00004048015,0.002071117,0.0002299914,0.00007020605,0.00003029543,0.00002995291,0.009386301,0.9669544,0.0002342644,0.003670026,0.01725228],"study_design_scores_gemma":[0.0004459298,0.00006505006,0.0002310837,0.0001267728,0.00001009832,0.000003299493,0.0003329336,0.0003265197,0.9802663,0.001831271,0.01616815,0.0001925914],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854195,0.003340354,0.0005034398,0.0002521499,0.00009481821,0.0004280409,0.00007402509,0.0005247646,0.009362882],"genre_scores_gemma":[0.99274,0.004289852,0.001980431,0.00001943098,0.00002017714,0.0002119623,0.00001474802,0.00005079194,0.0006725754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01705969,"threshold_uncertainty_score":0.9045651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769577945201942,"score_gpt":0.3019423461999495,"score_spread":0.2842465667479301,"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."}}