{"id":"W7135085816","doi":"10.4187/respcare.05501384a","title":"Monitoring of Respiration and Circulation","year":2005,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001393491,0.0001037193,0.0001908071,0.0001382232,0.00005427499,0.000009642489,0.00003346363,0.000104954,0.00004096817],"category_scores_gemma":[0.00004367635,0.00009904851,0.00005614623,0.0001165439,0.00003285436,0.0001461172,0.00001859425,0.00009090883,0.0000119014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007112578,"about_ca_system_score_gemma":0.0001038808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002489311,"about_ca_topic_score_gemma":0.00000232755,"domain_scores_codex":[0.9991385,0.00002753748,0.0002710609,0.0001936614,0.0002382027,0.0001310313],"domain_scores_gemma":[0.9993558,0.00001327234,0.00009275513,0.0002335614,0.0001944609,0.0001101361],"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":[0.00005618482,0.00001976431,0.3198637,0.0001561702,0.00001473442,0.000008433573,0.0006824554,0.00002389335,0.5087726,0.0001804715,0.00003834928,0.1701833],"study_design_scores_gemma":[0.001127119,0.0003743748,0.2666394,0.0001493836,0.00006457535,0.000009816369,0.001041867,0.00001137143,0.6526794,0.00002329258,0.07773896,0.000140375],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937728,0.003347048,0.0001478218,0.00004706596,0.00009772997,0.0002386222,0.000002579808,0.00004795694,0.002298394],"genre_scores_gemma":[0.9981296,0.00001641007,0.001062593,0.0002682713,0.0004358408,0.00001141475,0.000003595931,0.0000183563,0.00005392853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1700429,"threshold_uncertainty_score":0.4039081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03314477476057442,"score_gpt":0.3041952281251628,"score_spread":0.2710504533645884,"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."}}