{"id":"W2945516733","doi":"10.24908/pocus.v4i1.13315","title":"POCUS for pleural assessment and intervention","year":2019,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intervention (counseling); Intensive care medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002937634,0.001143214,0.00159638,0.003007409,0.0007178744,0.003182674,0.0008404956,0.00118584,0.006472035],"category_scores_gemma":[0.01410278,0.0003640866,0.0009758231,0.001470314,0.0007009889,0.001124696,0.001303997,0.001385108,0.003025957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006719531,"about_ca_system_score_gemma":0.002057129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00210801,"about_ca_topic_score_gemma":0.001908376,"domain_scores_codex":[0.9959294,0.001251266,0.0004252202,0.0004466754,0.00166975,0.0002775799],"domain_scores_gemma":[0.9939154,0.002527494,0.0008215056,0.0004320143,0.001869739,0.0004338822],"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":[0.002283104,0.0003341449,0.1280256,0.004629077,0.0005484715,0.003897334,0.0004978327,0.001445496,0.01520802,0.009746482,0.07073157,0.762653],"study_design_scores_gemma":[0.0007832695,0.003709351,0.2212739,0.01388827,0.002401653,0.04876097,0.001596749,0.03645178,0.06751009,0.03186464,0.5711719,0.0005873091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1543944,0.3965217,0.2477257,0.02281344,0.01335321,0.003311029,0.009076871,0.007338634,0.1454652],"genre_scores_gemma":[0.7663419,0.05953445,0.1358095,0.01050939,0.00821054,0.001874678,0.004239604,0.0005185792,0.01296141],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006472035,"threshold_uncertainty_score":0.02165109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04110704964503241,"score_gpt":0.4277594457430255,"score_spread":0.3866523960979931,"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."}}