{"id":"W4285386862","doi":"10.1136/heartjnl-2022-321250","title":"Microstructure: a potential path to elucidate sex-specific pathological mechanisms in heart failure?","year":2022,"lang":"en","type":"letter","venue":"Heart","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Pathological; Heart failure; Cardiology; Internal medicine","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":[0.002202183,0.0006095259,0.001718262,0.0005267865,0.001443191,0.001729597,0.00166976,0.0185733,0.005338522],"category_scores_gemma":[0.007248915,0.0003306923,0.0008311511,0.0003837582,0.004168025,0.003560844,0.001101202,0.01447942,0.001719858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099198,"about_ca_system_score_gemma":0.0008809294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008777994,"about_ca_topic_score_gemma":0.001774628,"domain_scores_codex":[0.9992168,0.0002657583,0.00009544598,0.0001436086,0.0001820077,0.00009643468],"domain_scores_gemma":[0.9972095,0.001770133,0.0001890103,0.0002044685,0.0003230348,0.0003039428],"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":[0.0008912071,0.0003446281,0.008916836,0.0007173265,0.0001881845,0.02523755,0.0008277498,0.0002595342,0.004408653,0.05775132,0.7933735,0.1070836],"study_design_scores_gemma":[0.0006392386,0.0004817781,0.008171353,0.0006962096,0.0001260537,0.01843043,0.001475667,0.001087352,0.00112506,0.184403,0.7832255,0.0001385053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002450982,0.01631214,0.0005076962,0.9573069,0.02023654,0.00001196771,0.00003529945,0.00003649926,0.003101978],"genre_scores_gemma":[0.04097189,0.0252628,0.001419557,0.6306497,0.2925513,0.00006859609,0.00004909776,0.0000383515,0.008988719],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0185733,"threshold_uncertainty_score":0.0178591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446873934651011,"score_gpt":0.2459858151307855,"score_spread":0.2315170757842754,"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."}}