{"id":"W3133743232","doi":"10.1161/circimaging.120.011714","title":"Late Survival With a Hemi-Mustard","year":2021,"lang":"en","type":"article","venue":"Circulation Cardiovascular Imaging","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002339552,0.000117394,0.0002604517,0.00008722839,0.00008574233,0.00004784686,0.00002638527,0.00003302373,0.0001359959],"category_scores_gemma":[0.00003286676,0.0001135877,0.0003041366,0.0003618968,0.00003153688,0.000160775,0.000008461687,0.0001173161,0.00004552925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007011908,"about_ca_system_score_gemma":0.0001370255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009325716,"about_ca_topic_score_gemma":0.000003146277,"domain_scores_codex":[0.9987788,0.00006671325,0.0001629988,0.0003017177,0.0005273602,0.0001624295],"domain_scores_gemma":[0.9991587,0.00002047135,0.00003129034,0.0003583696,0.000342636,0.00008851849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001513183,0.0001688494,0.8630047,0.0006184531,0.004087122,0.003655791,0.001211359,0.01729862,0.04626484,0.001207135,0.0001033827,0.06222847],"study_design_scores_gemma":[0.005567114,0.00001136311,0.9449438,0.0001879725,0.001544899,0.002043513,0.000362625,0.006072487,0.02255749,0.00007412826,0.01625991,0.0003746794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7796708,0.003105218,0.1931444,0.002047434,0.00038875,0.0004223228,0.0000096461,0.0003455511,0.02086586],"genre_scores_gemma":[0.9977996,0.00004879057,0.001252283,0.0003125962,0.0001511329,0.00000727336,0.0002208224,0.00003162359,0.0001759109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2181288,"threshold_uncertainty_score":0.463197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214210352241428,"score_gpt":0.2268967463693308,"score_spread":0.2147546428469165,"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."}}