{"id":"W2884216068","doi":"10.1097/01.tp.0000542821.37563.fb","title":"HEARTBIT","year":2018,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Ottawa; University of British Columbia; Prevention of Organ Failure","funders":"","keywords":"Medicine; Transcriptome; Transplantation; Biomarker; Receiver operating characteristic; Heart transplantation; Computational biology; Bioinformatics; Gene expression; Biology; Internal medicine; Gene","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":[0.002623878,0.001241016,0.0009770492,0.001915306,0.0008267069,0.002951918,0.001712174,0.001493592,0.1706313],"category_scores_gemma":[0.004230748,0.0006297751,0.0005516859,0.001045345,0.000502539,0.001620075,0.002650102,0.001834503,0.1616739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005265368,"about_ca_system_score_gemma":0.0009474936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005102346,"about_ca_topic_score_gemma":0.000624661,"domain_scores_codex":[0.9968455,0.0004518342,0.0002207478,0.000876942,0.001351551,0.0002532193],"domain_scores_gemma":[0.9972911,0.0006166923,0.0003065609,0.0005105453,0.0008967645,0.000378222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001932366,0.0003356222,0.01127186,0.002403811,0.0001283812,0.0006435788,0.0004407571,0.0004174473,0.04846038,0.01546112,0.4368031,0.4817015],"study_design_scores_gemma":[0.0001434777,0.0003863509,0.007212467,0.0003078108,0.00005548201,0.001106286,0.0001145321,0.001417163,0.02367822,0.003060889,0.9624413,0.00007588202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03729591,0.01060136,0.1087122,0.005651151,0.007031097,0.002558277,0.07498177,0.09748487,0.6556833],"genre_scores_gemma":[0.1723863,0.008154504,0.1237737,0.011774,0.002880224,0.003989167,0.1637275,0.01635074,0.4969639],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1706313,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950442296258569,"score_gpt":0.3550772044567804,"score_spread":0.3255727814941947,"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."}}