{"id":"W1986518248","doi":"10.1097/ta.0b013e318232cca7","title":"Simple, Almost Anywhere, With Almost Anyone: Remote Low-Cost Telementored Resuscitative Lung Ultrasound","year":2011,"lang":"en","type":"review","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Medicine; Ultrasound; Pneumothorax; Focused assessment with sonography for trauma; Interface (matter); Computer science; Radiology; Blunt","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008742639,0.0003885984,0.000195447,0.0004397572,0.0002917461,0.0007189271,0.0008246378,0.0004691478,0.02391522],"category_scores_gemma":[0.001844545,0.0001175473,0.0002252043,0.0002205126,0.0004009353,0.0007606187,0.001287702,0.0004184755,0.006456836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002408127,"about_ca_system_score_gemma":0.000377186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005098087,"about_ca_topic_score_gemma":0.0008182524,"domain_scores_codex":[0.9994196,0.0002282529,0.00003196244,0.000108566,0.0001506022,0.0000610832],"domain_scores_gemma":[0.9991854,0.0002116359,0.0001385841,0.0001412055,0.0001196375,0.00020367],"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":[0.0009679893,0.0009096432,0.05653681,0.0004617545,0.0000387892,0.003295598,0.0007187643,0.000815566,0.02308373,0.001025172,0.02597641,0.8861698],"study_design_scores_gemma":[0.001094108,0.01237776,0.4549244,0.00260038,0.0003843913,0.09136313,0.008156792,0.02226922,0.0362591,0.01243867,0.3576926,0.0004393615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6704186,0.005933558,0.1805934,0.01408216,0.001056931,0.00301391,0.001818373,0.00927118,0.1138119],"genre_scores_gemma":[0.8888476,0.002023314,0.08869809,0.003210834,0.0008415226,0.0008942341,0.0007995471,0.0002618304,0.01442299],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02391522,"threshold_uncertainty_score":0.08000439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0531385222870861,"score_gpt":0.40976531574835,"score_spread":0.3566267934612639,"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."}}