{"id":"W4385402873","doi":"10.1051/ject/200739192","title":"Preventing Gaseous Microemboli During Blood Sampling and Drug Administration: An In Vitro Investigation","year":2007,"lang":"en","type":"article","venue":"Journal of ExtraCorporeal Technology","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Oxygenator; Medicine; Shunt (medical); Cardiopulmonary bypass; Anesthesia; Blood sampling; Arterial line; Cardiology; Internal 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":[0.00213485,0.0006143615,0.0008342388,0.0003535247,0.0004042525,0.0005791186,0.0006719012,0.0006792179,0.001011928],"category_scores_gemma":[0.002225016,0.000392818,0.0007618073,0.0004159416,0.0004955811,0.000553844,0.0003763427,0.0007953292,0.0002874926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000290357,"about_ca_system_score_gemma":0.0003975324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00169906,"about_ca_topic_score_gemma":0.001608012,"domain_scores_codex":[0.9976554,0.00123134,0.0002074568,0.0002471037,0.0003985638,0.0002602359],"domain_scores_gemma":[0.9947055,0.003568687,0.0004885765,0.0004546757,0.0006056272,0.0001770439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001510069,0.001794097,0.001766442,0.0004946699,0.00005476935,0.0001574809,0.0002162624,0.0005358823,0.9862717,0.0001133934,0.0001434721,0.006941703],"study_design_scores_gemma":[0.0001004448,0.02054688,0.006107433,0.00002874793,0.0001773552,0.000438012,0.0001768382,0.003090673,0.9678725,0.00005052324,0.001392307,0.00001831505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839979,0.006534485,0.007761388,0.000199993,0.0001287425,0.0002216522,0.0001819766,0.00003434494,0.0009394491],"genre_scores_gemma":[0.9789978,0.005094744,0.01372036,0.0001302705,0.0001402122,0.0001288821,0.0006981121,0.00002016326,0.001069463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00213485,"threshold_uncertainty_score":0.01129025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01589595521765389,"score_gpt":0.2786929179452666,"score_spread":0.2627969627276127,"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."}}