{"id":"W2412903847","doi":"10.4187/respcare.08530507","title":"Procedures, Techniques, and Minimally Invasive Monitoring in Intensive Care Medicine, 4th edition.","year":2008,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Intravenous Infusion Technology and Safety","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Intensive care medicine; Medical physics; Intensive care","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":[0.002138562,0.003483605,0.00254213,0.005443587,0.0006233202,0.001863388,0.002542571,0.002291932,0.02313118],"category_scores_gemma":[0.004593397,0.001224937,0.001260033,0.002765474,0.002313305,0.002807562,0.001391929,0.004149458,0.01872038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008153563,"about_ca_system_score_gemma":0.001916868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001935263,"about_ca_topic_score_gemma":0.005247726,"domain_scores_codex":[0.9986219,0.0002099686,0.000250502,0.0001534589,0.0007027944,0.00006135075],"domain_scores_gemma":[0.996083,0.001926777,0.0004014813,0.0002592092,0.001043237,0.0002861916],"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":[0.0001914989,0.0002319585,0.0009019224,0.00505029,0.0001040749,0.0008022882,0.0004312425,0.001955658,0.005008691,0.007257858,0.3606564,0.6174082],"study_design_scores_gemma":[0.00003063892,0.0002606164,0.002481938,0.002145927,0.00007285114,0.00791599,0.0001774169,0.001413052,0.001128208,0.01040924,0.9738954,0.00006877276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001161167,0.8965907,0.04347283,0.004156995,0.02122462,0.0001069715,0.0006700321,0.001310096,0.0313066],"genre_scores_gemma":[0.007667481,0.7816887,0.05966067,0.004594651,0.02151465,0.0004848445,0.00169698,0.0007169481,0.1219751],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02313118,"threshold_uncertainty_score":0.07738155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211336962476442,"score_gpt":0.2295260253714587,"score_spread":0.2174126557466942,"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."}}