{"id":"W1966956571","doi":"10.1136/adc.2007.117424","title":"Decision making in asthma exacerbation: a clinical judgement analysis","year":2007,"lang":"en","type":"article","venue":"Archives of Disease in Childhood","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Judgement; Exacerbation; Specialty; Asthma; Clinical judgement; Decibel; Clinical decision making; Intensive care medicine; Family medicine; Internal medicine","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":[0.1541129,0.001518094,0.003225589,0.006934072,0.001417937,0.003882123,0.002199199,0.00180888,0.0065422],"category_scores_gemma":[0.4103523,0.0007322594,0.005854779,0.005799562,0.002179729,0.002556918,0.003592146,0.003033561,0.000455612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005651692,"about_ca_system_score_gemma":0.006670777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005133093,"about_ca_topic_score_gemma":0.002753056,"domain_scores_codex":[0.7049829,0.2621195,0.01149074,0.004497206,0.01527511,0.001634582],"domain_scores_gemma":[0.3086554,0.6659212,0.009661266,0.003636686,0.01005572,0.002069761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02396707,0.002028305,0.2405049,0.01197969,0.01727645,0.00119877,0.009341273,0.2248201,0.0005510128,0.03672351,0.0184592,0.4131497],"study_design_scores_gemma":[0.00216765,0.004900366,0.04574974,0.003334459,0.004061781,0.001049503,0.003058353,0.8303686,0.0007388737,0.09788073,0.006223002,0.0004668198],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6849276,0.006715223,0.2672806,0.00691849,0.0005503552,0.01255843,0.003891767,0.0002728753,0.01688465],"genre_scores_gemma":[0.9107464,0.0006033824,0.08408275,0.0004364814,0.0001321685,0.00237003,0.001185404,0.0000360652,0.0004073618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1541129,"threshold_uncertainty_score":0.8150367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459007910646968,"score_gpt":0.3414516132020953,"score_spread":0.3268615340956256,"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."}}