{"id":"W3177195044","doi":"10.22374/cjgim.v16i2.458","title":"Tips on Amniotic Fluid Embolism","year":2021,"lang":"fr","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Amniotic fluid embolism; Gynecology; Presentation (obstetrics); Obstetrics; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001424118,0.0007143929,0.0008298213,0.001849348,0.0007668195,0.001458968,0.0006944825,0.003084261,0.008012043],"category_scores_gemma":[0.01119522,0.0002422241,0.0008705947,0.0008982298,0.0009930889,0.002081966,0.001377514,0.00448961,0.004605249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007946399,"about_ca_system_score_gemma":0.001421787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861556,"about_ca_topic_score_gemma":0.002861602,"domain_scores_codex":[0.9986734,0.0003355359,0.0002373475,0.0001077779,0.0005036481,0.0001421601],"domain_scores_gemma":[0.9949039,0.002669259,0.0004320371,0.0001655301,0.001228761,0.0006005012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003874682,0.0000887214,0.004315549,0.002602626,0.00008572153,0.01311905,0.0004413053,0.0004934001,0.002223864,0.005366563,0.2846146,0.6862611],"study_design_scores_gemma":[0.00008830385,0.0003701567,0.005231798,0.005121049,0.0001117424,0.02777792,0.0004769058,0.0002480677,0.001824025,0.005358978,0.9533203,0.00007073118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.01274093,0.6317396,0.007324065,0.1911383,0.07911286,0.0001889538,0.0005459696,0.0007003293,0.0765091],"genre_scores_gemma":[0.07020079,0.6415092,0.01078491,0.1223418,0.1286514,0.0001836951,0.0007843643,0.0002807964,0.02526309],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008012043,"threshold_uncertainty_score":0.02680302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03307782174274099,"score_gpt":0.306355460726862,"score_spread":0.273277638984121,"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."}}