{"id":"W1990647945","doi":"10.1097/00000542-200701000-00002","title":"The Best Years of My Life","year":2007,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care 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":[0.0007121693,0.00008032616,0.0004275661,0.00004860212,0.00004617487,0.000003115056,0.00009393188,0.0001239797,0.00003525792],"category_scores_gemma":[0.000487658,0.00005071125,0.0002341747,0.00011405,0.0002609742,0.00001256268,0.00001561297,0.0001117463,0.0001309229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009788327,"about_ca_system_score_gemma":0.00005881289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004765623,"about_ca_topic_score_gemma":0.000006588406,"domain_scores_codex":[0.9991413,0.00006344782,0.0002700152,0.0001279219,0.0001385583,0.0002587422],"domain_scores_gemma":[0.9976581,0.001820911,0.00006369706,0.0002820073,0.00005023866,0.0001250365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007400539,0.0001118265,0.911665,0.00002191909,0.0001057275,0.0009130168,0.0002540039,0.000001277142,0.0009348771,0.02363543,0.0006819952,0.06093483],"study_design_scores_gemma":[0.0003178557,0.0002591042,0.6680937,0.000006967864,0.00003946368,0.000277339,0.0002619461,8.894494e-7,0.0002760584,0.00005627074,0.3303649,0.00004543421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987302,0.001245194,0.000008638402,0.0009027557,0.00008614693,0.0001272955,2.37937e-7,0.00002129662,0.01030641],"genre_scores_gemma":[0.9957268,0.000291643,0.0001227153,0.001697258,0.0001444566,0.000003293798,0.000002719147,0.00001163616,0.001999479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3296829,"threshold_uncertainty_score":0.2067945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662698757533709,"score_gpt":0.2808940716328149,"score_spread":0.2642670840574778,"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."}}