{"id":"W4413260680","doi":"10.1016/j.hlc.2025.06.327","title":"Heart Transplant Outcomes in First Nations People: A Single Centre Study","year":2025,"lang":"en","type":"article","venue":"Heart Lung and Circulation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001902373,0.000103609,0.0002728009,0.0002421609,0.0001625003,0.00002443277,0.00001803926,0.00005740237,0.00003404652],"category_scores_gemma":[0.00004972512,0.00009256853,0.00005581816,0.0003273968,0.00001334883,0.00007501266,0.000004030292,0.0000946101,0.000003694833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004954047,"about_ca_system_score_gemma":0.00003961871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002209855,"about_ca_topic_score_gemma":0.004966757,"domain_scores_codex":[0.9991781,0.00007449737,0.0002502189,0.0002092957,0.0001464213,0.0001415231],"domain_scores_gemma":[0.9994866,0.000285374,0.00001964165,0.0001231288,0.00003640342,0.00004884541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003751361,0.0003385437,0.9956135,0.0001851253,0.00003294051,0.000005113893,0.002759318,0.00008672435,0.0004222805,0.0003216515,0.00003871519,0.000158571],"study_design_scores_gemma":[0.001846684,0.00004008524,0.995756,0.0001963082,0.0001329255,0.00001434761,0.0006325727,0.0007800383,0.00004359471,0.00004789969,0.0004288965,0.00008066122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906018,0.0001782406,0.001140683,0.006599048,0.0001406544,0.0006706619,0.000008427459,0.00005461236,0.0006058749],"genre_scores_gemma":[0.9985605,0.00001641705,0.0007153549,0.0003034629,0.00001876243,0.00002147283,0.00003226471,0.000007677984,0.000324054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007958735,"threshold_uncertainty_score":0.3774835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01755996061236326,"score_gpt":0.3183187125265122,"score_spread":0.300758751914149,"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."}}