{"id":"W4229040284","doi":"10.1055/a-1816-8548","title":"Point-of-Care Ultrasound in Neurology – Report of the EAN SPN/ESNCH/ERcNsono Neuro-POCUS Working Group","year":2022,"lang":"en","type":"article","venue":"Ultraschall in der Medizin - European Journal of Ultrasound","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Neurology; Ultrasound; Magnetic resonance imaging; Patient care; Intensive care unit; Radiology; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01419718,0.001672073,0.0008365274,0.005637255,0.000857347,0.002518793,0.00235386,0.00371162,0.001822068],"category_scores_gemma":[0.01109108,0.0008178498,0.001431812,0.003527952,0.001894871,0.002552965,0.002282712,0.004442095,0.001777638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002577783,"about_ca_system_score_gemma":0.00703703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100802,"about_ca_topic_score_gemma":0.003873698,"domain_scores_codex":[0.9928953,0.001362889,0.001428995,0.0007192241,0.002807963,0.0007856702],"domain_scores_gemma":[0.9846266,0.00297225,0.00177313,0.0008824901,0.006978319,0.002767328],"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":[0.0006954151,0.0009876637,0.0602629,0.004273443,0.0002873849,0.03147642,0.001973414,0.003277369,0.007303755,0.01046165,0.452952,0.4260487],"study_design_scores_gemma":[0.0001348986,0.0006885006,0.0405624,0.008143456,0.0002229066,0.03713333,0.001172447,0.001465424,0.003668632,0.001479622,0.9050999,0.0002284289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.07505967,0.5768504,0.02098215,0.1718467,0.05408418,0.003320496,0.00301225,0.0007566666,0.09408756],"genre_scores_gemma":[0.2111763,0.6409091,0.01480791,0.03599656,0.0658642,0.001771382,0.01036278,0.0005111197,0.01860061],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01419718,"threshold_uncertainty_score":0.07508272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02846063708773125,"score_gpt":0.2890613427794911,"score_spread":0.2606007056917599,"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."}}