{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003409487,0.000436182,0.0003655484,0.0005875038,0.0001555455,0.0003005384,0.0002650771,0.0006487772,0.001308071],"category_scores_gemma":[0.0005332286,0.000152245,0.0001689542,0.0002027547,0.0002111742,0.0001978911,0.0002317693,0.0002870489,0.0004007828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001056191,"about_ca_system_score_gemma":0.0001305758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003731809,"about_ca_topic_score_gemma":0.001064407,"domain_scores_codex":[0.9995933,0.0001289349,0.00001998061,0.00009184458,0.0001373495,0.00002854682],"domain_scores_gemma":[0.9996655,0.0001803167,0.00004583073,0.00001912164,0.00006266081,0.00002656621],"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":[0.0006767289,0.0001800484,0.06296381,0.0001835444,0.00008643562,0.0004302671,0.00007336186,0.0001940794,0.88946,0.0001089821,0.0006764923,0.04496636],"study_design_scores_gemma":[0.00007765628,0.002065057,0.2347553,0.0001148066,0.0001948321,0.005149565,0.0004437194,0.01642159,0.7363599,0.0006490007,0.003699917,0.00006861081],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446627,0.007283369,0.04263536,0.0004459145,0.0003036109,0.0001262933,0.0008344823,0.0004260787,0.00328215],"genre_scores_gemma":[0.9741354,0.0008932959,0.02265224,0.0004286093,0.00008150763,0.00004160152,0.0002773497,0.00001859099,0.001471476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001308071,"threshold_uncertainty_score":0.004375994,"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."}}