{"id":"W3159594340","doi":"10.24908/pocus.v6i1.14760","title":"Surgeon Performed Ultrasound for Diagnosis of Intussusception - A Pilot Study","year":2021,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intussusception (medical disorder); Ultrasound; Emergency department; Radiology; Surgery; 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":[0.0001904409,0.00009379927,0.0002378751,0.00006836398,0.00009306818,0.00002114525,0.00003168441,0.00001321842,0.0004312596],"category_scores_gemma":[0.0005340516,0.00007226649,0.0001034373,0.0001056472,0.00001976891,0.00005519279,0.0000103333,0.00012326,0.000006783592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005025886,"about_ca_system_score_gemma":0.0001123259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003636443,"about_ca_topic_score_gemma":0.00006593495,"domain_scores_codex":[0.9992065,0.00003807613,0.000267057,0.0001138181,0.0001994144,0.0001751175],"domain_scores_gemma":[0.9991893,0.0001576821,0.0001187631,0.00010217,0.000319472,0.000112569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004497205,0.004290967,0.9862749,0.00003916219,0.0001826529,0.0001094248,0.0002401806,0.00000294321,0.00190251,0.000009027082,0.0007408519,0.005757637],"study_design_scores_gemma":[0.005799156,0.01279269,0.9746322,0.000162452,0.0004147378,0.001875597,0.001645411,0.0000116937,0.001983529,0.000394597,0.0002187832,0.00006912742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983997,0.0002892684,0.000251166,0.0003179438,0.0001292875,0.0002984062,0.000008182285,0.000007473849,0.0002985417],"genre_scores_gemma":[0.9981945,0.0001546029,0.001195342,0.00003726735,0.00008816553,0.00003583568,0.0000141911,0.00001332522,0.0002668014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01164269,"threshold_uncertainty_score":0.472199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04318363417753233,"score_gpt":0.3110267856930842,"score_spread":0.2678431515155519,"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."}}