{"id":"W3093188830","doi":"10.1097/aln.0000000000003530","title":"Hydraulic Coupling","year":2020,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Assembly of First Nations","funders":"","keywords":"Medicine; Coupling (piping); Mechanical engineering","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":[0.00189539,0.000401561,0.0004250412,0.000629419,0.003753835,0.005225598,0.001024314,0.01229788,0.03808509],"category_scores_gemma":[0.01182606,0.0003958951,0.0007431665,0.0003738812,0.002451169,0.002494248,0.003333507,0.01235491,0.01408673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003650972,"about_ca_system_score_gemma":0.005638076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009251844,"about_ca_topic_score_gemma":0.01827699,"domain_scores_codex":[0.9961514,0.0006764758,0.0001674973,0.0005418393,0.001906081,0.0005567521],"domain_scores_gemma":[0.9960471,0.001453444,0.0001777028,0.0005082177,0.00120199,0.0006114837],"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":[0.000108176,0.00004104245,0.001065375,0.0000943767,0.00001695792,0.001798339,0.0003448208,0.0003953789,0.001142497,0.1676889,0.7502256,0.07707853],"study_design_scores_gemma":[0.00001723913,0.0000318647,0.0005771609,0.00008589992,0.000007214082,0.001047036,0.0001485778,0.0005571342,0.0004402513,0.03332245,0.9637454,0.00001978041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002877384,0.002343806,0.01088474,0.3932983,0.02305249,0.0000699689,0.0002094413,0.0004005372,0.5668634],"genre_scores_gemma":[0.0886087,0.002034422,0.003789938,0.3890017,0.01546968,0.0001425818,0.0002004495,0.0001802984,0.5005723],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03808509,"threshold_uncertainty_score":0.1274074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254803007089013,"score_gpt":0.1962082794991666,"score_spread":0.1736602494282765,"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."}}