{"id":"W4403353832","doi":"10.1016/j.mcna.2024.08.008","title":"Pitfalls in Point-of-Care Ultrasound","year":2024,"lang":"en","type":"review","venue":"Medical Clinics of North America","topic":"Radiology practices and education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Point of care ultrasound; Point (geometry); Ultrasound; Medical physics; Interpretation (philosophy); Point of care; Intensive care medicine; Cognition; Radiology; Pathology; Psychiatry; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0006120944,0.0002836577,0.002689103,0.0002997304,0.00001295598,0.0000043799,0.000313483,0.0004857066,0.0004456996],"category_scores_gemma":[0.006964125,0.0002006352,0.0006340176,0.0007261444,0.0004533176,0.00004089768,0.00006849423,0.00151104,0.0001722672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007599047,"about_ca_system_score_gemma":0.002239769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007192466,"about_ca_topic_score_gemma":0.00004377365,"domain_scores_codex":[0.9968327,0.0002224217,0.00171089,0.0004302022,0.0005430143,0.0002607832],"domain_scores_gemma":[0.9956339,0.002590678,0.0008481817,0.0005256377,0.0001154975,0.000286103],"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":[0.00002677654,0.0002271901,0.003036275,0.02774167,0.0002157715,0.00007494965,0.0002444901,1.617409e-7,5.510825e-9,0.000007651551,0.002751678,0.9656734],"study_design_scores_gemma":[0.0002122177,0.000597302,0.0007024995,0.01397638,0.001990803,0.0001136942,0.0001695392,0.000004836321,1.856482e-8,0.00001380299,0.9820707,0.000148194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000756906,0.9960873,0.00001297102,0.0004388671,0.001030324,0.0004854674,0.00004567011,0.00001991368,0.00112261],"genre_scores_gemma":[0.0003550975,0.9975125,0.0005138454,0.0003518361,0.0004425666,0.00003412946,0.0005907114,0.00004321741,0.0001560961],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.979319,"threshold_uncertainty_score":0.833721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05164084116427333,"score_gpt":0.4413337321783302,"score_spread":0.3896928910140569,"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."}}