{"id":"W4395047624","doi":"10.24908/pocus.v9i1.17240","title":"Best Practices for Point of Care Ultrasound: An Interdisciplinary Expert Consensus","year":2024,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Credentialing; Medicine; Standardization; Scope (computer science); Credential; Scope of practice; Delphi; Certification; Specialty; Medical education; Best practice; Computer science; Family medicine; Health care; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3039531,0.001921536,0.003071611,0.01160002,0.006185789,0.01083589,0.01016377,0.01027828,0.004620003],"category_scores_gemma":[0.2668246,0.001862844,0.004801985,0.006529282,0.005092193,0.01046422,0.01946648,0.01423586,0.00325983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01138392,"about_ca_system_score_gemma":0.07992903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005969447,"about_ca_topic_score_gemma":0.007634103,"domain_scores_codex":[0.7066946,0.1622484,0.0570919,0.008945442,0.05802495,0.006994678],"domain_scores_gemma":[0.6795,0.09862084,0.01477948,0.01514037,0.1785288,0.01343059],"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":[0.0002356239,0.0007923285,0.005550833,0.01683871,0.0005872277,0.002651247,0.05831457,0.002805136,0.003725923,0.03737481,0.2310651,0.6400586],"study_design_scores_gemma":[0.0004853106,0.0005239184,0.007291879,0.1101108,0.0005974714,0.003848904,0.06002644,0.008988306,0.003095176,0.1446839,0.6595488,0.0007991929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.02164451,0.0437353,0.3120682,0.547552,0.01727537,0.0180056,0.001253169,0.001273211,0.03719269],"genre_scores_gemma":[0.1285383,0.0330153,0.7740548,0.04103849,0.001843364,0.01277305,0.002103287,0.0004424959,0.006190808],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3039531,"threshold_uncertainty_score":0.8583497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0915615995417997,"score_gpt":0.476341625183692,"score_spread":0.3847800256418923,"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."}}