{"id":"W7135745114","doi":"","title":"Bedside Ultrasound","year":2022,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006152525,0.001282104,0.0008959771,0.002047729,0.001007531,0.001463445,0.0009048252,0.001952235,0.3799851],"category_scores_gemma":[0.002753068,0.0007477347,0.0006000029,0.0007264775,0.0006696836,0.0008967778,0.002321798,0.00246815,0.1747413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006185984,"about_ca_system_score_gemma":0.001159664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002125345,"about_ca_topic_score_gemma":0.004272841,"domain_scores_codex":[0.9992648,0.0001596624,0.00004828051,0.0001663678,0.0002114806,0.0001495261],"domain_scores_gemma":[0.9990178,0.0001873478,0.00004349418,0.0001889572,0.0003075061,0.0002549245],"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":[0.000750961,0.0002771202,0.002740524,0.0005885861,0.00004366005,0.008701722,0.000190629,0.0003773558,0.02149797,0.004537173,0.5447114,0.4155829],"study_design_scores_gemma":[0.0001410206,0.00024543,0.01136258,0.0005955194,0.00003048052,0.01427692,0.0001424481,0.0006141861,0.004499967,0.00223929,0.9657857,0.00006651871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01370483,0.01200422,0.03596912,0.009096972,0.006318306,0.0008200309,0.003866552,0.005284131,0.912936],"genre_scores_gemma":[0.06844836,0.007252411,0.02635455,0.005130443,0.002812104,0.000599867,0.003603723,0.001496464,0.8843022],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3799851,"threshold_uncertainty_score":0.884376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07026912315490276,"score_gpt":0.3575430837868619,"score_spread":0.2872739606319591,"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."}}