{"id":"W2004432614","doi":"10.1378/chest.1703082","title":"An Unusual Source of Massive Hemoptysis","year":2013,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Case Reports on Hematomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Session (web analytics); Pulmonary medicine; General surgery; Intensive care medicine; World Wide Web","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001985273,0.0001053804,0.0002975642,0.0001309737,0.000051941,0.00003165966,0.00006716082,0.00007364522,0.001684473],"category_scores_gemma":[0.0001380656,0.00008201318,0.0001392216,0.0001293403,0.00007788841,0.0001694819,0.00002367959,0.0002814787,0.00007078992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006700126,"about_ca_system_score_gemma":0.0001703052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004141919,"about_ca_topic_score_gemma":0.000001329042,"domain_scores_codex":[0.9989256,0.00002414313,0.000393526,0.0001181436,0.0003402674,0.0001983651],"domain_scores_gemma":[0.9987165,0.00003433758,0.0002863162,0.0002654535,0.0003203614,0.0003770218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001930032,0.001749013,0.4116805,0.0006991692,0.0006277969,0.004821042,0.003242491,0.00007965728,0.4071798,0.0001902722,0.01723776,0.1522994],"study_design_scores_gemma":[0.003850078,0.001436915,0.5342663,0.0005011325,0.0005745403,0.09433708,0.005138568,0.002016908,0.336908,0.001347012,0.0190883,0.0005351782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947824,0.0001167122,0.0008768571,0.0008123821,0.00009725467,0.0001233929,5.008505e-7,0.00002627449,0.003164174],"genre_scores_gemma":[0.9951286,0.00002639591,0.003445265,0.0001354407,0.0004052602,0.000003846098,0.000003136563,0.00002425632,0.0008277955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1517642,"threshold_uncertainty_score":0.9992281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620372423782354,"score_gpt":0.2861405468026382,"score_spread":0.2699368225648147,"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."}}