{"id":"W4291509604","doi":"10.1016/j.case.2022.06.002","title":"POCUS: Which Path Will You Take?","year":2022,"lang":"en","type":"editorial","venue":"CASE","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Viewpoints; Point of care ultrasound; Multidisciplinary approach; Medicine; Medical physics; Clinical Practice; Computer science; Ultrasound; Physical therapy; Radiology; Law","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":[0.0115152,0.001045134,0.001123723,0.002410846,0.002711982,0.006655079,0.001894259,0.009665117,0.01988603],"category_scores_gemma":[0.05978904,0.0004993939,0.0007826918,0.001068328,0.004765436,0.01623324,0.003861323,0.01549956,0.01758822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0022389,"about_ca_system_score_gemma":0.006801351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00644769,"about_ca_topic_score_gemma":0.00760067,"domain_scores_codex":[0.9936755,0.002274685,0.0008221322,0.0008762596,0.001674762,0.0006767162],"domain_scores_gemma":[0.9713463,0.007188939,0.001740467,0.001034282,0.01142509,0.007264907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009195871,0.00005029886,0.002714147,0.0005616246,0.00001782376,0.0008009045,0.0008243928,0.0000665919,0.0002478213,0.007304875,0.7852763,0.2020433],"study_design_scores_gemma":[0.00004039501,0.0001192464,0.002186139,0.004008716,0.00002764659,0.004911422,0.004780405,0.0002609801,0.0003711324,0.02384219,0.9592925,0.0001592576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0007064378,0.02755403,0.004986589,0.9212435,0.03742859,0.0000804818,0.0001409525,0.0002925481,0.007566831],"genre_scores_gemma":[0.03105065,0.1501269,0.02761208,0.6380807,0.1058292,0.0005995987,0.0007340477,0.001007009,0.04495984],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01988603,"threshold_uncertainty_score":0.06652546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487048161882985,"score_gpt":0.3462683703626505,"score_spread":0.3213978887438206,"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."}}