{"id":"W3038126202","doi":"10.35975/apic.v24i2.1249","title":"POCUS or no POCUS","year":2020,"lang":"en","type":"article","venue":"Anaesthesia Pain & Intensive Care","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anesthesiology; Medicine; American society of anesthesiologists; Point of care ultrasound; Perioperative; Anesthesia; Ultrasound","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008310778,0.001072651,0.001670914,0.001621634,0.0008906098,0.004399012,0.001324228,0.002341571,0.01292135],"category_scores_gemma":[0.034808,0.0002879361,0.001196106,0.001240426,0.002857584,0.00295551,0.002335795,0.002143094,0.00427414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124085,"about_ca_system_score_gemma":0.003257237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212975,"about_ca_topic_score_gemma":0.002173455,"domain_scores_codex":[0.987754,0.004421235,0.001720532,0.001423638,0.003953177,0.0007273284],"domain_scores_gemma":[0.9800128,0.009341626,0.003123458,0.002164739,0.004048224,0.001309033],"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":[0.004287437,0.0002842963,0.02585159,0.00871203,0.0005391852,0.001830058,0.0005944072,0.001170293,0.00421395,0.06439551,0.1955324,0.6925888],"study_design_scores_gemma":[0.0006977408,0.002256115,0.01858051,0.01126033,0.0008397076,0.01423661,0.000835454,0.003688934,0.00931417,0.0593512,0.8785667,0.0003723998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0597095,0.2550618,0.1996142,0.08805639,0.04133613,0.003278535,0.01180115,0.003925779,0.3372165],"genre_scores_gemma":[0.6402786,0.09626278,0.1034412,0.0793647,0.01850171,0.00310243,0.007298026,0.001229711,0.05052079],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01292135,"threshold_uncertainty_score":0.04395211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04947242082554194,"score_gpt":0.3221548060942983,"score_spread":0.2726823852687564,"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."}}