{"id":"W4388828116","doi":"10.1177/17511437231213527","title":"Book Review: <i>Point of Care Ultrasound in Critical Care</i> by Luke Flower and Pradeep Madhivathanan","year":2023,"lang":"en","type":"article","venue":"Journal of the Intensive Care Society","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Medicine","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":[0.00173463,0.001533602,0.001996221,0.002980137,0.001107816,0.003432248,0.001709699,0.004261165,0.02600092],"category_scores_gemma":[0.0100171,0.0005805574,0.0008671564,0.00187725,0.001431945,0.002768264,0.001751426,0.008002423,0.03128976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001902359,"about_ca_system_score_gemma":0.002678615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004584032,"about_ca_topic_score_gemma":0.01784621,"domain_scores_codex":[0.9983323,0.0003249877,0.00009768906,0.0001895224,0.0009557615,0.00009972844],"domain_scores_gemma":[0.9924428,0.002061991,0.0003444148,0.0001586748,0.003984516,0.001007564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004035409,0.000002340678,0.0000129905,0.00007596286,0.000001732434,0.0000149514,0.000004888446,0.000009376929,0.00001976951,0.0001771816,0.9889972,0.01067965],"study_design_scores_gemma":[0.000008141722,0.00001588334,0.0001371198,0.0004279335,0.000005668216,0.000271533,0.00001765975,0.00002561818,0.0000322341,0.0003369373,0.9987115,0.000009740816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.0001644311,0.3508807,0.00120015,0.1731944,0.436484,0.00009683237,0.0002056627,0.0002440073,0.03752976],"genre_scores_gemma":[0.001596885,0.2463499,0.001362493,0.1670208,0.3332778,0.0001931261,0.000350066,0.0003706325,0.2494784],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02600092,"threshold_uncertainty_score":0.08698171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219256831616995,"score_gpt":0.3624823080013463,"score_spread":0.3402897396851763,"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."}}