{"id":"W4283080762","doi":"10.26443/mjm.v20i1.311","title":"Approach to Hemoptysis","year":2022,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Intensive care medicine; Incidence (geometry); Disease; Modalities; Stage (stratigraphy); Lung cancer; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003880796,0.0005722353,0.0004227704,0.001161897,0.0007729303,0.00121629,0.0006799738,0.001912984,0.008517108],"category_scores_gemma":[0.001638567,0.0001602268,0.0004576395,0.0003533523,0.0007310762,0.001216389,0.001411909,0.004750569,0.004673704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009938087,"about_ca_system_score_gemma":0.001369514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200667,"about_ca_topic_score_gemma":0.002069256,"domain_scores_codex":[0.9997092,0.00005619219,0.00002722633,0.0000479319,0.0001131958,0.00004627298],"domain_scores_gemma":[0.9995704,0.00008530133,0.00004451151,0.00002128833,0.0001460484,0.0001323448],"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":[0.0001984053,0.0004529626,0.01061229,0.002277981,0.00006266985,0.02505014,0.001153835,0.0003498668,0.01348739,0.02275697,0.2631309,0.6604665],"study_design_scores_gemma":[0.00003716242,0.000314664,0.008927554,0.00196039,0.00003648592,0.1200372,0.0006607631,0.0003107019,0.003390489,0.017824,0.8464426,0.00005806279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02359415,0.4673221,0.05506732,0.1512228,0.01766529,0.0007264269,0.0004467517,0.001760037,0.2821952],"genre_scores_gemma":[0.2315613,0.431074,0.05370518,0.1234686,0.03860918,0.000457301,0.0005554724,0.0003317023,0.1202373],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008517108,"threshold_uncertainty_score":0.02849257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03359480991776786,"score_gpt":0.2822299655932757,"score_spread":0.2486351556755079,"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."}}