{"id":"W4229670392","doi":"10.1002/9781119028994.ch41","title":"Pulmonary Hemorrhage","year":2018,"lang":"en","type":"other","venue":"","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Pulmonary hemorrhage; Etiology; Pulmonary tuberculosis; Differential diagnosis; Pneumonia; Pathology; Internal medicine; Lung; Tuberculosis","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":[0.0003380992,0.0006226176,0.000608911,0.001135541,0.000816584,0.001931901,0.0004058442,0.001061193,0.03220581],"category_scores_gemma":[0.001987403,0.000160688,0.000631485,0.0008266877,0.0005962797,0.0009439412,0.0008504178,0.001669296,0.01339588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000706684,"about_ca_system_score_gemma":0.00080535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001473357,"about_ca_topic_score_gemma":0.001080004,"domain_scores_codex":[0.9995615,0.00005760089,0.00004898483,0.00006997147,0.0001590709,0.0001028321],"domain_scores_gemma":[0.9992263,0.0001417994,0.0001879896,0.00008929218,0.000168047,0.0001864875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006046839,0.0003063595,0.06145487,0.002114498,0.0002124031,0.1065624,0.0003113897,0.0004489162,0.0072292,0.01791073,0.1908869,0.6119577],"study_design_scores_gemma":[0.00009208478,0.0002611853,0.03266615,0.001978176,0.0001183732,0.4779903,0.000395488,0.0004102821,0.004245904,0.0079417,0.4738456,0.00005464481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04697291,0.170108,0.02079479,0.01303501,0.004292523,0.000644336,0.003783569,0.002512047,0.7378567],"genre_scores_gemma":[0.5934029,0.1311845,0.0147886,0.01893451,0.009188922,0.000362537,0.006433186,0.0005641491,0.2251407],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03220581,"threshold_uncertainty_score":0.1077392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03140893224378606,"score_gpt":0.3405564083067618,"score_spread":0.3091474760629757,"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."}}