{"id":"W3081643766","doi":"10.1016/j.jtcvs.2020.07.090","title":"Checklist manifesto for our specialty's wellness","year":2020,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Checklist; Conflict of interest; Scopus; Specialty; Manifesto; Political science; Medicine; Accountability; MEDLINE; Psychology; Medical education; Public relations; Family medicine; Law","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":[0.008535311,0.0004171135,0.0005454555,0.001008843,0.006579797,0.00411146,0.001319336,0.02153511,0.00933385],"category_scores_gemma":[0.0726575,0.0003599081,0.0005294422,0.0006905579,0.003213792,0.002648834,0.003779397,0.02507989,0.003284652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006828342,"about_ca_system_score_gemma":0.01837921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01410487,"about_ca_topic_score_gemma":0.02985398,"domain_scores_codex":[0.9905775,0.003099675,0.001722065,0.0003502927,0.002351756,0.001898768],"domain_scores_gemma":[0.9506881,0.01918568,0.00380681,0.001731313,0.01390731,0.01068093],"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":[0.00001345258,0.00002077489,0.001269208,0.00003180992,0.00000284289,0.001233619,0.0004113125,0.00002193358,0.0001171432,0.00594795,0.9865581,0.004371852],"study_design_scores_gemma":[0.00007831657,0.00007462523,0.008512231,0.0007938524,0.00001806933,0.004189117,0.005004148,0.0003472821,0.000255983,0.01360206,0.9669979,0.0001264428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001629089,0.000455741,0.0002125735,0.9718866,0.01485205,0.00003406753,0.0001648766,0.0000467811,0.01071817],"genre_scores_gemma":[0.05929885,0.0007713098,0.001535534,0.8858821,0.01950213,0.0002462757,0.000258145,0.0001005568,0.03240511],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02153511,"threshold_uncertainty_score":0.04954326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02944623279985082,"score_gpt":0.2885929912344621,"score_spread":0.2591467584346113,"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."}}