{"id":"W4362704278","doi":"10.1016/j.chest.2022.03.056","title":"The “Fish Tank”","year":2023,"lang":"es","type":"article","venue":"CHEST Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"University Health Network","keywords":"Medicine; Pneumothorax; Lung; Pleural effusion; Ventricle; Pneumonia; Cardiology; Surgery; Internal medicine; Radiology; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001382419,0.0008829504,0.0004107587,0.0009470662,0.003604745,0.002991494,0.001283629,0.002706869,0.113393],"category_scores_gemma":[0.003783221,0.0003299146,0.0006049734,0.0005482328,0.003636835,0.002959186,0.00590899,0.004454006,0.04781158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001734482,"about_ca_system_score_gemma":0.0041471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007071321,"about_ca_topic_score_gemma":0.01996475,"domain_scores_codex":[0.9988583,0.0002545694,0.00005576831,0.0002349027,0.0004131538,0.0001832922],"domain_scores_gemma":[0.9982325,0.0002127161,0.0001373696,0.0002641882,0.0004942127,0.0006591011],"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":[0.0001509933,0.00003191686,0.0007867726,0.0001683726,0.00001154379,0.0005054235,0.0008501601,0.00006264412,0.00314963,0.02982153,0.8714147,0.09304636],"study_design_scores_gemma":[0.00001110226,0.00004349062,0.0004680976,0.00009389343,0.000004546966,0.000270389,0.0008155383,0.00004851216,0.0005004248,0.00286766,0.9948593,0.00001689372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01211679,0.006270605,0.01860275,0.1890935,0.08834541,0.0003295337,0.001282171,0.003869647,0.6800897],"genre_scores_gemma":[0.05067095,0.003328863,0.01518775,0.07932514,0.008810114,0.0002141974,0.0007222071,0.001139488,0.8406013],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.113393,"threshold_uncertainty_score":0.3793372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06550079657316063,"score_gpt":0.3807090753806013,"score_spread":0.3152082788074407,"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."}}