{"id":"W3191572226","doi":"10.2196/24931","title":"COCARDE Study–Cardiac Imaging Phenotype in Patients With COVID-19: Protocol for a Prospective Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Intensive care unit; Coronavirus disease 2019 (COVID-19); Population; Internal medicine; Prospective cohort study; Emergency medicine; Cardiology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006665433,0.0023754,0.003250563,0.001518353,0.001764402,0.001288111,0.001242239,0.002035842,0.01005048],"category_scores_gemma":[0.005731246,0.001070908,0.001719322,0.002037506,0.001100839,0.001545427,0.001240878,0.001404628,0.003374479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001507807,"about_ca_system_score_gemma":0.00467401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001598652,"about_ca_topic_score_gemma":0.001922883,"domain_scores_codex":[0.9960904,0.001747202,0.0008076949,0.0006685383,0.0003170589,0.0003690949],"domain_scores_gemma":[0.9967673,0.000344315,0.0007612266,0.0005133088,0.00100376,0.0006101619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3604967,0.02553175,0.4396073,0.02247252,0.003588572,0.00542563,0.003024944,0.006016557,0.01623558,0.006551879,0.05215088,0.05889765],"study_design_scores_gemma":[0.1334057,0.06343886,0.6532816,0.007441842,0.002080845,0.002869822,0.002550489,0.005218548,0.003088521,0.003881101,0.1221648,0.0005777791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.08320035,0.002158545,0.007389739,0.0005007078,0.0003406031,0.8846372,0.01720002,0.0001184849,0.004454314],"genre_scores_gemma":[0.06567134,0.0007033316,0.006280772,0.000527449,0.0001750203,0.9174641,0.008453464,0.00002083466,0.0007037382],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01005048,"threshold_uncertainty_score":0.0352506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4509020253899805,"score_gpt":0.654706392467934,"score_spread":0.2038043670779535,"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."}}