{"id":"W2762120127","doi":"10.1186/s13089-017-0075-y","title":"POCUS in perioperative medicine: a North American perspective","year":2017,"lang":"en","type":"article","venue":"Critical Ultrasound Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Perioperative; Perioperative medicine; Curriculum; Point of care ultrasound; Intensive care medicine; Scope (computer science); Medical education; Surgery; Radiology; Ultrasound","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":[0.007542702,0.0004790672,0.0007178077,0.00264051,0.001784924,0.004327089,0.001281969,0.004684452,0.006776224],"category_scores_gemma":[0.01183421,0.0002735651,0.0004268796,0.002820577,0.003257532,0.006254244,0.00265212,0.006829568,0.001230373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004615339,"about_ca_system_score_gemma":0.01211103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01357498,"about_ca_topic_score_gemma":0.02167422,"domain_scores_codex":[0.9967062,0.001157436,0.0004623134,0.0003507201,0.001035278,0.0002881458],"domain_scores_gemma":[0.978931,0.006584075,0.001639147,0.0003914576,0.008904545,0.003549945],"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":[0.0001937074,0.0004756945,0.01465554,0.005523958,0.00006275058,0.001377997,0.002770793,0.0007088173,0.0007425876,0.06938133,0.2734036,0.6307032],"study_design_scores_gemma":[0.00004862184,0.0004362116,0.02502299,0.01766537,0.0001114742,0.004650102,0.007407083,0.0007641338,0.0003682592,0.02161352,0.9217913,0.0001208913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003071544,0.5167579,0.001335682,0.4525914,0.009230479,0.00001367982,0.00007741881,0.00003922811,0.01688264],"genre_scores_gemma":[0.05453324,0.842486,0.00209961,0.07848179,0.02046052,0.00003289247,0.00007193914,0.00002590271,0.001808014],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01357498,"threshold_uncertainty_score":0.03989011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0449844945817118,"score_gpt":0.427231066936276,"score_spread":0.3822465723545642,"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."}}