{"id":"W4394568240","doi":"10.1097/ccm.0000000000006290","title":"An Approach to Diversifying the Selection of a Guideline Panel—The Process Utilized for the Updated Adult Critical Care Ultrasound Guidelines","year":2024,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Guideline; Transparency (behavior); Health care; Diversification (marketing strategy); Panel discussion; Intensive care medicine; Pathology","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3465996,0.001420913,0.001075476,0.0062378,0.01428428,0.009781169,0.004991391,0.003731557,0.004691478],"category_scores_gemma":[0.3863277,0.00170476,0.002639188,0.003965104,0.005786525,0.007048,0.01767661,0.006813447,0.001690868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009787711,"about_ca_system_score_gemma":0.05243961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002268217,"about_ca_topic_score_gemma":0.006337828,"domain_scores_codex":[0.5135765,0.4090709,0.02256451,0.01401189,0.03521281,0.005563268],"domain_scores_gemma":[0.5290659,0.2631295,0.04891067,0.05219904,0.08894493,0.0177499],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001237174,0.005111983,0.02126219,0.002976492,0.0003649635,0.0007113169,0.1654524,0.00288225,0.007751932,0.02257589,0.01607479,0.7535986],"study_design_scores_gemma":[0.007781459,0.01702783,0.1030555,0.0142491,0.001905456,0.003819379,0.2009326,0.04742488,0.05492013,0.1348476,0.4116941,0.002341913],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1770806,0.0009210396,0.623854,0.02375644,0.001007178,0.142151,0.0002942795,0.00116378,0.02977177],"genre_scores_gemma":[0.2020624,0.0003162436,0.7349923,0.003481464,0.0003139406,0.05582412,0.0001918705,0.0001326011,0.002684981],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6534004,"threshold_uncertainty_score":0.805759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2956035520162252,"score_gpt":0.5484400272575554,"score_spread":0.2528364752413302,"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."}}