{"id":"W4241890719","doi":"10.29392//001c.12016","title":"Haiti Acute and Emergency Care Conference: descriptive analysis of an acute care continuing medical education program","year":2019,"lang":"en","type":"article","venue":"Journal of Global Health Reports","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Acute care; Specialty; Point of care ultrasound; McNemar's test; Emergency department; Emergency medicine; Early warning score; Medical emergency; Family medicine; Health care; 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":[],"consensus_categories":[],"category_scores_codex":[0.000342363,0.0001709525,0.0009761312,0.0001644888,0.00006570433,0.00000993019,0.00007088557,0.0001191761,0.0001445836],"category_scores_gemma":[0.0000973159,0.000132959,0.0002779408,0.000570862,0.00006536788,0.0001605364,0.00003467968,0.0002297704,4.437495e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003905352,"about_ca_system_score_gemma":0.002106224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005008019,"about_ca_topic_score_gemma":0.00083868,"domain_scores_codex":[0.9972433,0.00007265335,0.001336097,0.0002490598,0.0008169039,0.0002820097],"domain_scores_gemma":[0.9958245,0.000006262286,0.001215737,0.0002296744,0.002161091,0.0005627632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002279742,0.0002570736,0.6446616,0.0004595055,0.002477649,0.0004530491,0.01313344,0.00000200219,0.00004296334,0.00006915771,0.001278561,0.336937],"study_design_scores_gemma":[0.0006934758,0.003627375,0.9394576,0.0006988681,0.004073551,0.002237517,0.04616211,0.00005329353,0.00002849573,0.00006732276,0.002745534,0.0001548584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808753,0.01400717,0.00002396254,0.000628942,0.001772133,0.000556625,0.00002997122,0.00001829146,0.002087603],"genre_scores_gemma":[0.9955178,0.003116941,0.00100422,0.00008865714,0.0001509541,0.000009404993,0.00005828476,0.000008535408,0.00004520969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3367822,"threshold_uncertainty_score":0.5421912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412739769641851,"score_gpt":0.4011301043548789,"score_spread":0.3870027066584604,"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."}}