{"id":"W2067715871","doi":"10.1002/clc.4950250112","title":"David Coston Sabiston, Jr.: Surgeon, scientist, teacher, and leader","year":2002,"lang":"en","type":"article","venue":"Clinical Cardiology","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Hospital for Sick Children; University of Oxford; Johns Hopkins University; Howard Hughes Medical Institute","keywords":"Medicine; Citation; General surgery; Library science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004600167,0.0001422008,0.0008127257,0.00009231189,0.0001099481,0.00001078391,0.0001072185,0.000420805,0.0007685941],"category_scores_gemma":[0.06980035,0.0001072044,0.0001845815,0.0001838132,0.001416483,0.00004250564,0.00008955797,0.001045412,0.0005139208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007790654,"about_ca_system_score_gemma":0.000552604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000297609,"about_ca_topic_score_gemma":0.00000432677,"domain_scores_codex":[0.9968759,0.0005613877,0.0006181381,0.0004993842,0.0003841608,0.001061009],"domain_scores_gemma":[0.9931678,0.001283621,0.0000653825,0.0004365274,0.0001409877,0.00490564],"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":[0.0001380115,0.0001380267,0.3310543,0.00008259718,0.00005312665,0.0004311906,0.00004708951,1.323483e-7,0.00004515236,0.00006801433,0.527949,0.1399934],"study_design_scores_gemma":[0.002090353,0.0009460449,0.2304745,0.00004453108,0.00004809051,0.0003244733,0.00002786355,0.0001134074,0.000004794707,0.00005684801,0.7657751,0.00009406737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8707138,0.01103061,0.000278273,0.06825483,0.001638323,0.0007329319,0.00001326801,0.0001230348,0.04721494],"genre_scores_gemma":[0.968758,0.003601586,0.00015043,0.0154239,0.001406249,0.00001815598,0.0000203457,0.00002056643,0.01060078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2378261,"threshold_uncertainty_score":0.9380351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3852049561926954,"score_gpt":0.5044505777190711,"score_spread":0.1192456215263757,"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."}}