{"id":"W4224213579","doi":"10.1177/08850666221095050","title":"Ten Influential Point-of-Care Ultrasound Papers: 2021 in Review","year":2022,"lang":"en","type":"article","venue":"Journal of Intensive Care Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Point of care ultrasound; Point of care; Emergency department; Medical emergency; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007237938,0.0001928383,0.001209272,0.000301065,0.00006472323,0.000003353425,0.0003056497,0.00006967645,0.004648428],"category_scores_gemma":[0.02176246,0.0001389705,0.0003451887,0.0007232372,0.0003013122,0.00006861841,0.00009067795,0.001204211,0.000008638142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003919045,"about_ca_system_score_gemma":0.0003539791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004477644,"about_ca_topic_score_gemma":0.00001343393,"domain_scores_codex":[0.996772,0.0001642698,0.001696543,0.0002270225,0.0009197899,0.0002203836],"domain_scores_gemma":[0.9881063,0.00122106,0.0009525969,0.0004213969,0.00907984,0.0002188253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.003994443,0.0009336202,0.2233357,0.01103569,0.001572587,0.002242023,0.04637815,0.0001071511,0.1305311,0.0006065388,0.5070366,0.07222643],"study_design_scores_gemma":[0.01215959,0.01328107,0.08090537,0.02912527,0.002643001,0.006867053,0.4342304,0.000002533356,0.001605025,0.0003729851,0.4183176,0.0004900573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5394583,0.3450276,0.0001071067,0.09608627,0.00291471,0.002175438,0.0001278539,0.0000263834,0.01407633],"genre_scores_gemma":[0.9393206,0.01791205,0.0005889558,0.04087589,0.0009545242,0.00003727953,0.0001141056,0.00003655979,0.0001600506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3998623,"threshold_uncertainty_score":0.9962615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329023206568104,"score_gpt":0.3535233342737439,"score_spread":0.3302331022080628,"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."}}