{"id":"W2004733000","doi":"10.1097/iae.0b013e3182a0e628","title":"FLUID DYNAMICS OF VITRECTOMY PROBES","year":2013,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Venturi effect; Peristaltic pump; Acceleration; Peristalsis; Mechanics; Rotodynamic pump; Materials science; Physics; Chemistry; Progressive cavity pump; Variable displacement pump; Mechanical engineering; Reciprocating pump; Engineering; Thermodynamics; Classical mechanics","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":[0.0002803395,0.0003792419,0.0002743621,0.0003692338,0.0002120917,0.0006678384,0.0002602415,0.0003538341,0.0008237985],"category_scores_gemma":[0.0009536644,0.000185027,0.000186888,0.0001948367,0.000404067,0.0005408053,0.0005382326,0.0003724321,0.0002221978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005974387,"about_ca_system_score_gemma":0.0004263261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007335844,"about_ca_topic_score_gemma":0.0005541315,"domain_scores_codex":[0.9996839,0.00004010576,0.00001430378,0.00006963678,0.0001489321,0.00004316274],"domain_scores_gemma":[0.9997317,0.00009241157,0.00008924767,0.00001404845,0.00004987636,0.00002264744],"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":[0.0001216336,0.0000101302,0.001832693,0.00003964974,0.00000478926,0.00006300869,0.00007873375,0.0006067371,0.9890922,0.0001112503,0.00005494081,0.007984073],"study_design_scores_gemma":[0.00003142254,0.0008637368,0.03789001,0.00004534885,0.00002327592,0.0005342196,0.0002228248,0.02067891,0.9343896,0.000250639,0.005036996,0.00003306813],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683266,0.001907087,0.02811622,0.0001300024,0.00003103896,0.0000676831,0.0001520912,0.0001676995,0.001101592],"genre_scores_gemma":[0.9841356,0.0006884717,0.01359393,0.0001204342,0.00001117859,0.00008462993,0.0002201456,0.00004247194,0.001103268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008237985,"threshold_uncertainty_score":0.004334688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007268423356435346,"score_gpt":0.2289331737336498,"score_spread":0.2216647503772144,"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."}}