{"id":"W2906737995","doi":"10.3390/cancers11010050","title":"Dynamic Thromboembolic Risk Modelling to Target Appropriate Preventative Strategies for Patients with Non-Small Cell Lung Cancer","year":2019,"lang":"en","type":"article","venue":"Cancers","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Monash University; Peter MacCallum Foundation; International Society of Oncology Pharmacy Practitioners","keywords":"Medicine; Internal medicine; Prospective cohort study; Lung cancer; Oncology; Cohort; Gastroenterology; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008117093,0.0005774849,0.0007485339,0.0006197069,0.0001937234,0.001310797,0.0007048055,0.0004879894,0.001612791],"category_scores_gemma":[0.004941135,0.0003441708,0.000803508,0.0003199134,0.0001308866,0.0003967066,0.0005063501,0.0006482136,0.0002652225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008873381,"about_ca_system_score_gemma":0.001538423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01452615,"about_ca_topic_score_gemma":0.01023198,"domain_scores_codex":[0.9997479,0.0001474028,0.00001648175,0.00003756007,0.00002564061,0.0000250476],"domain_scores_gemma":[0.9987323,0.0008665219,0.0001801739,0.00004686537,0.00008870023,0.00008556469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004352799,0.000192601,0.06797267,0.00009441324,0.0002969809,0.0001823553,0.0001045543,0.8924592,0.0006370816,0.002429978,0.002327702,0.0328671],"study_design_scores_gemma":[0.0000339299,0.0001060904,0.005205005,0.00002473666,0.00004859734,0.00007059342,0.00003544015,0.9914038,0.0001493316,0.001891692,0.001021336,0.000009416919],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7708882,0.002922175,0.2050944,0.006317319,0.0001722682,0.000457514,0.002871028,0.0008796705,0.01039744],"genre_scores_gemma":[0.9845971,0.000485546,0.01213716,0.0001928262,0.00005076262,0.0001394045,0.0008562754,0.00003274797,0.001508275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01452615,"threshold_uncertainty_score":0.02888322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008521608444123334,"score_gpt":0.2621672604792292,"score_spread":0.2536456520351059,"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."}}