{"id":"W3043490711","doi":"10.24908/pocus.v5i1.14225","title":"The Master Clinician’s Elective: Integrating Evidence-Based Physical Examination and Point of Care Ultrasonography in Modern Clinical Medicine","year":2020,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ultrasonography; Physical examination; Medicine; Point of care; Medical physics; Point (geometry); Intensive care medicine; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001688675,0.0001499051,0.0005063563,0.00008456412,0.0001285715,0.00002969182,0.0001734668,0.000103934,0.00002225507],"category_scores_gemma":[0.007882539,0.00008930246,0.000198509,0.0004019824,0.0004267548,0.0001393835,0.0000263263,0.001231103,0.000003452311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006443904,"about_ca_system_score_gemma":0.0001723326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001137013,"about_ca_topic_score_gemma":0.00002227255,"domain_scores_codex":[0.9975579,0.0004142417,0.001134808,0.0002819056,0.0003992309,0.0002119401],"domain_scores_gemma":[0.991917,0.006746959,0.0004602714,0.0001972768,0.000419274,0.0002592831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007691781,0.0003639424,0.695071,0.000112666,0.00009217726,0.00001018438,0.006602394,0.00001801786,0.005136367,0.0004213578,0.0002994877,0.2911032],"study_design_scores_gemma":[0.00403378,0.005360399,0.9646259,0.001587667,0.0002825726,0.0000615481,0.007095932,0.0109789,0.0009793622,0.004402063,0.0004026713,0.0001892266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734038,0.001606887,0.006209511,0.01761722,0.00009970687,0.000391824,0.000003564887,0.00001807896,0.0006493679],"genre_scores_gemma":[0.9951239,0.0008919236,0.001905534,0.001249902,0.0007825078,0.00001666192,0.000003522113,0.00001737948,0.000008728156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.290914,"threshold_uncertainty_score":0.9436705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1131048396529169,"score_gpt":0.4104776088313782,"score_spread":0.2973727691784613,"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."}}