{"id":"W4390841650","doi":"10.37766/inplasy2024.1.0056","title":"Predictive and prognostic molecular biomarkers of peripartum cardiomyopathy: a scoping review protocol","year":2024,"lang":"en","type":"review","venue":"","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Observational study; Protocol (science); Medicine; Randomized controlled trial; Peripartum cardiomyopathy; Cardiomyopathy; Internal medicine; Intensive care medicine; Heart failure; Pathology; Alternative 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":[0.05803508,0.005707049,0.02301283,0.01382662,0.004980937,0.009076559,0.004707787,0.0102446,0.0495774],"category_scores_gemma":[0.0878923,0.005349243,0.01829126,0.009966274,0.005056886,0.006800063,0.006100637,0.006540018,0.006973821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01189152,"about_ca_system_score_gemma":0.05971152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006729476,"about_ca_topic_score_gemma":0.02060191,"domain_scores_codex":[0.9683182,0.008652037,0.01546222,0.002414323,0.003632457,0.001520828],"domain_scores_gemma":[0.9584353,0.01540993,0.01309337,0.002596431,0.008809526,0.001655561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0040499,0.000312535,0.001268506,0.9479303,0.00395848,0.0004457801,0.001388517,0.0003760124,0.001173647,0.002373985,0.0115388,0.02518357],"study_design_scores_gemma":[0.02052389,0.001109017,0.006577813,0.8566321,0.02859727,0.0004383045,0.001224483,0.0005693198,0.001305891,0.002934424,0.07979678,0.0002906875],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001369468,0.01858009,0.001848856,0.0008129512,0.0005014593,0.9700703,0.005679797,0.0001136128,0.001023577],"genre_scores_gemma":[0.003302773,0.0133539,0.005760253,0.0007762319,0.0001319708,0.9742132,0.001405194,0.0000267926,0.00102962],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05803508,"threshold_uncertainty_score":0.3069226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03098656359407927,"score_gpt":0.3895636252106393,"score_spread":0.35857706161656,"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."}}