{"id":"W3189638887","doi":"10.1016/j.chest.2021.07.056","title":"Executive Summary","year":2021,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":393,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; McMaster University","funders":"American College of Physicians","keywords":"Executive summary; Business; Psychology; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001446178,0.00007510276,0.0002224953,0.00004531816,0.00009891783,0.00004435038,0.00004699444,0.00003621782,0.0006766973],"category_scores_gemma":[0.00007549257,0.00006255164,0.0001110676,0.0001039468,0.00002573669,0.00005995045,0.00004602813,0.0002326301,0.00007907984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006775255,"about_ca_system_score_gemma":0.0001555418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002516556,"about_ca_topic_score_gemma":0.000002307323,"domain_scores_codex":[0.9993372,0.00002303571,0.0001551402,0.0001105145,0.0001881789,0.0001859536],"domain_scores_gemma":[0.9994813,0.00002025834,0.00005015984,0.0001397773,0.0001332844,0.0001752356],"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":[0.00004439068,0.001345692,0.01388939,0.000219156,0.0005559875,0.007916902,0.001073729,0.000007643765,0.008300281,0.003126106,0.9350052,0.02851553],"study_design_scores_gemma":[0.00108244,0.0001398374,0.1673548,0.0002367831,0.0002178349,0.001930567,0.001010495,0.00001037709,0.01078615,0.0008111004,0.816304,0.0001156331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3975016,0.008604494,0.001453453,0.02282719,0.00186137,0.0002554721,0.000004149268,0.00008352266,0.5674088],"genre_scores_gemma":[0.9440883,0.00757002,0.006479505,0.00835148,0.002168667,0.00001087249,0.0000228721,0.00004620715,0.03126206],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5465868,"threshold_uncertainty_score":0.7409361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158644626928782,"score_gpt":0.2797392473761603,"score_spread":0.2581528011068726,"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."}}