{"id":"W2997722950","doi":"10.1016/j.healun.2019.12.004","title":"In Reply to Tumin et al.","year":2019,"lang":"en","type":"letter","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Health Resources and Services Administration","keywords":"Propensity score matching; Scopus; Medicine; Cohort; Internal medicine; MEDLINE; Political science","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":[0.00439534,0.001097869,0.001728457,0.001094067,0.004172754,0.00453414,0.002442494,0.05128395,0.00858747],"category_scores_gemma":[0.03166108,0.0008626814,0.00119071,0.000999914,0.002800816,0.005164918,0.0021508,0.04069074,0.009180976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003691313,"about_ca_system_score_gemma":0.004285536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005489509,"about_ca_topic_score_gemma":0.008625414,"domain_scores_codex":[0.9966449,0.0009701323,0.0004799333,0.0004395677,0.0009281952,0.0005373617],"domain_scores_gemma":[0.9905416,0.004802057,0.0007331482,0.000233005,0.002100219,0.001589935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004692514,0.00001873507,0.0003927232,0.00004282353,0.000008879874,0.0007910561,0.00007558228,0.00002330848,0.00004619314,0.0005103421,0.9955005,0.002543027],"study_design_scores_gemma":[0.0001840922,0.0000991721,0.001865247,0.0005069592,0.00006049661,0.003936076,0.0009248711,0.0004863103,0.0004101938,0.006354452,0.9850261,0.0001460889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001783726,0.0008329992,0.00003863299,0.9719061,0.02612771,0.000007797543,0.00005865472,0.00002406921,0.0008256065],"genre_scores_gemma":[0.001170815,0.0005336177,0.00006536634,0.9708213,0.02486505,0.00002236863,0.00002845601,0.00001481901,0.002478244],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05128395,"threshold_uncertainty_score":0.02872801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104932907943765,"score_gpt":0.3424726541230251,"score_spread":0.3214233250435875,"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."}}