{"id":"W14657070","doi":"10.1001/jama.290.21.2849","title":"Does this patient have pulmonary embolism?","year":2003,"lang":"en","type":"dissertation","venue":"PubMed","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science","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":[0.003199122,0.0004754188,0.001789881,0.002330577,0.000475492,0.001475353,0.000720066,0.003476362,0.005687315],"category_scores_gemma":[0.02330287,0.0002583791,0.0009790844,0.004260427,0.001066729,0.002287181,0.0005241882,0.001349866,0.001046276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009225717,"about_ca_system_score_gemma":0.001592757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001399203,"about_ca_topic_score_gemma":0.002445881,"domain_scores_codex":[0.9974172,0.001135158,0.0007526369,0.0002469959,0.0003770044,0.00007095648],"domain_scores_gemma":[0.9906562,0.006262993,0.00239367,0.0001077628,0.0004099441,0.0001694589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003319647,0.0001491136,0.09835625,0.5118182,0.003385222,0.03239655,0.003060646,0.0006554818,0.001225691,0.006531704,0.0541822,0.2849193],"study_design_scores_gemma":[0.002802123,0.001398735,0.136223,0.5453691,0.009797619,0.1187266,0.01207401,0.0007559062,0.001432566,0.01700377,0.1542497,0.0001669131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02488584,0.9219255,0.0008849779,0.03803752,0.002302347,0.0005835459,0.001774469,0.000015989,0.009589713],"genre_scores_gemma":[0.3155141,0.64951,0.002182089,0.0246175,0.005194405,0.0007434473,0.001052652,0.00000756458,0.001178208],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005687315,"threshold_uncertainty_score":0.01902598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006103343619441727,"score_gpt":0.1784942600620153,"score_spread":0.1723909164425736,"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."}}